| { |
| "summary": { |
| "model": "davanstrien/qwen35-9b-iconclass-sft-multitask-2ep", |
| "dataset": "davanstrien/iconclass-vlm-brillfull", |
| "split": "test", |
| "num_evaluated": 788, |
| "num_skipped": 0, |
| "elapsed_seconds": 1549.6, |
| "exact_match_accuracy": 0.1041, |
| "hierarchical_f1": 0.5873, |
| "code_precision": 0.3747, |
| "code_recall": 0.3014, |
| "code_f1": 0.3341, |
| "valid_json_pct": 1.0, |
| "valid_code_pct": 1.0 |
| }, |
| "results": [ |
| { |
| "index": 0, |
| "gt_codes": [ |
| "25F3", |
| "25F38(PHEASANT)", |
| "25H", |
| "25H11", |
| "25H213", |
| "34B232(+51)" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "43C11(+4241)", |
| "46C131" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"43C11(+4241)\", \"46C131\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.39455782312925164, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 1, |
| "gt_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.9754098360655737, |
| "code_precision": 1.0, |
| "code_recall": 0.8 |
| }, |
| { |
| "index": 2, |
| "gt_codes": [ |
| "31A235", |
| "31A2422", |
| "41D222(CRAVAT)", |
| "42F5(+0)", |
| "48C5142", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "48C7311", |
| "61B(+54)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"48C7311\", \"61B(+54)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.7908506910648239, |
| "code_precision": 0.75, |
| "code_recall": 0.375 |
| }, |
| { |
| "index": 3, |
| "gt_codes": [ |
| "71P4121" |
| ], |
| "predicted_codes": [ |
| "92D1916", |
| "31A54", |
| "31AA54" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"31A54\", \"31AA54\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 4, |
| "gt_codes": [ |
| "25I1" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "31A415", |
| "31D112", |
| "31D16", |
| "31D17", |
| "41B162", |
| "41C25" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"31A415\", \"31D112\", \"31D16\", \"31D17\", \"41B162\", \"41C25\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.25, |
| "code_precision": 0.14285714285714285, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 5, |
| "gt_codes": [ |
| "92C2", |
| "92C4" |
| ], |
| "predicted_codes": [ |
| "11M32", |
| "42E191" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11M32\", \"42E191\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 6, |
| "gt_codes": [ |
| "48B3", |
| "48C513", |
| "48C523", |
| "61B2(HENDRIK BUSSERUS)11" |
| ], |
| "predicted_codes": [ |
| "61B2(BRIGGS, HENDRIK)11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B2(BRIGGS, HENDRIK)11\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.4, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 7, |
| "gt_codes": [ |
| "73G4932", |
| "73G4933", |
| "73G4931" |
| ], |
| "predicted_codes": [ |
| "73G491" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73G491\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.855, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 8, |
| "gt_codes": [ |
| "44B1" |
| ], |
| "predicted_codes": [ |
| "45C22", |
| "61B2(AUGUST <Braunschweig-Wolfenb\u00fcttel, Herzog>)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45C22\", \"61B2(AUGUST <Braunschweig-Wolfenb\\u00fcttel, Herzog>)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.12666666666666665, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 9, |
| "gt_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 10, |
| "gt_codes": [ |
| "85" |
| ], |
| "predicted_codes": [ |
| "83(VIRGIL, Aeneid)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"83(VIRGIL, Aeneid)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.20000000000000004, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 11, |
| "gt_codes": [ |
| "61B(+2)", |
| "61B(+55)" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "31A2422", |
| "31D15:61BB", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2422\", \"31D15:61BB\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.4, |
| "code_precision": 0.25, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 12, |
| "gt_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "41D225", |
| "41D2661", |
| "41D2662", |
| "46A122", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "41D222(RUFF)", |
| "41D26611", |
| "46A122", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"41D222(RUFF)\", \"41D26611\", \"46A122\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.969793776468422, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.5714285714285714 |
| }, |
| { |
| "index": 13, |
| "gt_codes": [ |
| "49D22(+0):13C222:49D36", |
| "49E39", |
| "5(+3)" |
| ], |
| "predicted_codes": [ |
| "14C", |
| "23U25" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"14C\", \"23U25\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 14, |
| "gt_codes": [ |
| "48A9876(+744)", |
| "48A9861", |
| "48A98211", |
| "48A98333", |
| "31AA2321", |
| "31A2321", |
| "48A9854", |
| "11G1911" |
| ], |
| "predicted_codes": [ |
| "48A9876(+744)", |
| "48A9861", |
| "31AA25552" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48A9876(+744)\", \"48A9861\", \"31AA25552\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.841613139577482, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 15, |
| "gt_codes": [ |
| "25G4(Coriander)" |
| ], |
| "predicted_codes": [ |
| "25G4(Coriander)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(Coriander)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 16, |
| "gt_codes": [ |
| "31A2421", |
| "31D12", |
| "45B", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "45B", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"45B\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.9364059384001773, |
| "code_precision": 1.0, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 17, |
| "gt_codes": [ |
| "73", |
| "73B57" |
| ], |
| "predicted_codes": [ |
| "73", |
| "73B57" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73\", \"73B57\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 18, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(T)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(Z)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(Z)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 19, |
| "gt_codes": [ |
| "25F3", |
| "31D12", |
| "31D13", |
| "41A1", |
| "41A77", |
| "43C114", |
| "45C15(ARROW)", |
| "45C15(BOW)", |
| "46C13141", |
| "46C1463" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "47I2111" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"47I2111\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.21593073593073592, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 20, |
| "gt_codes": [ |
| "71T551" |
| ], |
| "predicted_codes": [ |
| "71T54" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71T54\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.76, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 21, |
| "gt_codes": [ |
| "25F24(DEER)(+45)", |
| "25F24(DEER)(+621)", |
| "25G3", |
| "25G4(DICTAMNUS)", |
| "25H114", |
| "31A2351", |
| "31A25552", |
| "31EE23461", |
| "33C971", |
| "45C15(ARROW)", |
| "45C15(BOW)", |
| "45C23", |
| "54AA7(+4)", |
| "56BB1(+4)", |
| "56F2(+4)", |
| "92D16", |
| "92D18(ARROW)", |
| "92D18(BOW)", |
| "92D18(QUIVER)" |
| ], |
| "predicted_codes": [ |
| "25F24(STAG)(+63)", |
| "25G11", |
| "25H114", |
| "31A2351", |
| "31B6211", |
| "34B11(+9511)", |
| "47I213(+9441)", |
| "56F2(+4)", |
| "86(AMORIS ARDOR)", |
| "92D156" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F24(STAG)(+63)\", \"25G11\", \"25H114\", \"31A2351\", \"31B6211\", \"34B11(+9511)\", \"47I213(+9441)\", \"56F2(+4)\", \"86(AMORIS ARDOR)\", \"92D156\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.612077045444774, |
| "code_precision": 0.3, |
| "code_recall": 0.15789473684210525 |
| }, |
| { |
| "index": 22, |
| "gt_codes": [ |
| "41A3311", |
| "41A721", |
| "42G:61B2(...)13", |
| "47I4222" |
| ], |
| "predicted_codes": [ |
| "31D112", |
| "42G:61B2(...)13" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D112\", \"42G:61B2(...)13\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.43977591036414565, |
| "code_precision": 0.5, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 23, |
| "gt_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "41D222(RABAT)", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "41D222(RABAT)", |
| "41D26611", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D222(RABAT)\", \"41D26611\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.9754098360655737, |
| "code_precision": 0.6, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 24, |
| "gt_codes": [ |
| "31A231", |
| "31A2422", |
| "44B1:61B(+2)", |
| "61B(+55)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "46A12", |
| "61B(+55)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"46A12\", \"61B(+55)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8030856031128404, |
| "code_precision": 0.75, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 25, |
| "gt_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "31D17", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"31D15:61BB\", \"61B(+54)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.9795918367346939, |
| "code_precision": 1.0, |
| "code_recall": 0.8333333333333334 |
| }, |
| { |
| "index": 26, |
| "gt_codes": [ |
| "23O33", |
| "23O41", |
| "23O42", |
| "23O43", |
| "23O11", |
| "23O12" |
| ], |
| "predicted_codes": [ |
| "23O41" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"23O41\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.8461538461538461, |
| "code_precision": 1.0, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 27, |
| "gt_codes": [ |
| "44C312", |
| "44C35(SOCIALISMO)", |
| "41C711", |
| "61B2(LENIN, Vladimir)3", |
| "61B2(KUN, Bela)3" |
| ], |
| "predicted_codes": [ |
| "46A17", |
| "32B311(INGLESI)(+9)", |
| "57AA611" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32B311(INGLESI)(+9)\", \"57AA611\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.08467153284671532, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 28, |
| "gt_codes": [ |
| "11M3", |
| "94O5" |
| ], |
| "predicted_codes": [ |
| "11R5", |
| "31E23621" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11R5\", \"31E23621\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.20000000000000004, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 29, |
| "gt_codes": [ |
| "44C312", |
| "44B42", |
| "61I(CONGRESSO DI BRUXELLES)", |
| "54AA2" |
| ], |
| "predicted_codes": [ |
| "44C312", |
| "61B2(FERDINANDO II)(+4)", |
| "61I(REPUBBLICA ROMANA)", |
| "61A(7 GENNAIO 1849)" |
| ], |
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| "31A235", |
| "31D15:61BB", |
| "61B(+54)" |
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| "31A235", |
| "31D15:61BB", |
| "41D2661", |
| "61B(+54)" |
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| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31D15:61BB\", \"41D2661\", \"61B(+54)\"]}", |
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| "25G3", |
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| "41A17" |
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| "11H(JOHN CHRYSOSTOM)36" |
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| "73B641" |
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| "12CC13(ISIS)", |
| "20" |
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| "24C19", |
| "56F2" |
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| "41D427", |
| "47D31", |
| "47I1421" |
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| "25H", |
| "25I" |
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| "48C24" |
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| "12A751", |
| "49B24" |
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| "31D15" |
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| "31D15" |
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| "25H213", |
| "25I41" |
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| "47D31" |
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| "32A5", |
| "48C62" |
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| "61B2(ROSSINI, Giacomo)1(+523)" |
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| "25G4(Anis)" |
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| "25G4(Enzian)" |
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| "31A2422", |
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| "31A2422", |
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| "11Q713", |
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| "48C24" |
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| "11G", |
| "48C2" |
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| "73D415" |
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| "73D415" |
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| "25G21(GOURD)", |
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| "31A559", |
| "33C23", |
| "47I221", |
| "47I2213", |
| "83(HOOFT, Granida)" |
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| "25G41(ROSE)", |
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| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
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| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(I)" |
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| "48C149", |
| "61E(ROMA)", |
| "61F(COLOSSEO)", |
| "48A72" |
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| "48C149", |
| "61E(ROMA)", |
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| "generated_text": "{\"iconclass-codes\": [\"48C149\", \"61E(ROMA)\", \"61F(COLOSSEO)\"]}", |
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| "86(CLARIUS INDE MICAT)", |
| "24A81", |
| "25D11(DIAMOND)", |
| "22C5", |
| "11A2", |
| "11M31" |
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| "86(CLARIUS INDE MICAT)", |
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| "generated_text": "{\"iconclass-codes\": [\"86(CLARIUS INDE MICAT)\", \"41A35\", \"24A81\", \"24B21\", \"11M31\"]}", |
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| "49C212", |
| "52" |
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| "49C212" |
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| "46C2322", |
| "73D83", |
| "86(SIC ALOR)" |
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| "25F39(DOVE)(+5262)", |
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| "31E122", |
| "46C112:5(+3)", |
| "46C232", |
| "86(SIC ALOR)" |
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| "generated_text": "{\"iconclass-codes\": [\"25F39(DOVE)(+5262)\", \"25H114\", \"25I1\", \"25I1461\", \"31A2763(+0)\", \"31AA2763(+0)\", \"31E122\", \"46C112:5(+3)\", \"46C232\", \"86(SIC ALOR)\"]}", |
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| "73B57" |
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| "73B57" |
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| "49B24" |
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| "49B24", |
| "49C31" |
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| "generated_text": "{\"iconclass-codes\": [\"49B24\", \"49C31\"]}", |
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| "41A775", |
| "45C11(SPEAR)", |
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| "45C221", |
| "92D1916" |
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| "45C13(SWORD)", |
| "45C22", |
| "92D1916" |
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| "generated_text": "{\"iconclass-codes\": [\"45C13(SWORD)\", \"45C22\", \"92D1916\"]}", |
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| "gt_codes": [ |
| "25H" |
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| "25G3", |
| "41A671" |
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| "49M3" |
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| "49M3" |
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| { |
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| "gt_codes": [ |
| "34B11", |
| "31D14(+72)", |
| "31D14(+9321)" |
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| "31D14(+72)", |
| "31D14(+9321)" |
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| "generated_text": "{\"iconclass-codes\": [\"31D14(+72)\", \"31D14(+9321)\"]}", |
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| { |
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| "11Q7121(TOWER)", |
| "25H2", |
| "25I2", |
| "43C128" |
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| "25I146" |
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| "generated_text": "{\"iconclass-codes\": [\"25I146\"]}", |
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| { |
| "index": 123, |
| "gt_codes": [ |
| "49D22" |
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| "predicted_codes": [ |
| "49D22" |
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| "generated_text": "{\"iconclass-codes\": [\"49D22\"]}", |
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| }, |
| { |
| "index": 124, |
| "gt_codes": [ |
| "25H132", |
| "41D263" |
| ], |
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| "25H13" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H13\"]}", |
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| { |
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| "25F35(PARROT)", |
| "25G21(APRICOT)", |
| "25G21(FIG)", |
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| "25G21(MELON)", |
| "25G21(POMEGRANATE)", |
| "25G21(PRUNE)", |
| "25G21(RED CURRANT)", |
| "41A7751", |
| "41C653", |
| "41C653(LEMON)", |
| "41C653(PRUNE)", |
| "47I422", |
| "47I4222" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "25G21(APRICOT)", |
| "25G21(CHERRY)", |
| "25G21(LEMON)", |
| "41A7751", |
| "41C653(LEMON)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25G21(APRICOT)\", \"25G21(CHERRY)\", \"25G21(LEMON)\", \"41A7751\", \"41C653(LEMON)\"]}", |
| "valid_json": true, |
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| "hierarchical_f1": 0.9119999999999999, |
| "code_precision": 0.6666666666666666, |
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| { |
| "index": 126, |
| "gt_codes": [ |
| "25H", |
| "31D11221" |
| ], |
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| "25H114", |
| "31D11221" |
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| "48C5142" |
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| "33A35" |
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| "33A52", |
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| "41C653(LEMON)", |
| "47I4223" |
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| "25G21(PEAR)", |
| "41C323", |
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| "31D15:61BB", |
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| "46A122", |
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| "73B93", |
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| "31A2518", |
| "41A23", |
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| "41D267", |
| "98B(HERACLITUS)" |
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| "25G4(...)" |
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| "31A231", |
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| "31D15:61BB", |
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| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
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| "45A145" |
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| "46A17", |
| "45D321(+0)", |
| "44C312", |
| "44B04", |
| "61I(TRATTATO DI VERSAILLES)" |
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| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"45D321(+0)\", \"44C312\", \"44B04\", \"61I(TRATTATO DI VERSAILLES)\"]}", |
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| "11Q733", |
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| "49L12(P)", |
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| "73F45" |
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| "49L12(P)", |
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| "73F46" |
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| "generated_text": "{\"iconclass-codes\": [\"11H(PAUL)\", \"49L12(P)\", \"49L171\", \"73F46\"]}", |
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| "11M41", |
| "31A511" |
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| "31F26" |
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| "generated_text": "{\"iconclass-codes\": [\"31F26\"]}", |
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| "61B:31D14" |
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| "31A24(+1)", |
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| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", |
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| "33B41", |
| "96D(SABINE WOMEN)61", |
| "98" |
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| "31D14", |
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| "98" |
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| "generated_text": "{\"iconclass-codes\": [\"31D14\", \"31D15\", \"98\"]}", |
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| { |
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| "73C221", |
| "73C222", |
| "73C223" |
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| "predicted_codes": [ |
| "73C861" |
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| "generated_text": "{\"iconclass-codes\": [\"73C861\"]}", |
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| { |
| "index": 154, |
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| "92D1916", |
| "48A98311", |
| "25G41", |
| "48A9875", |
| "61B2(PFEFFERKORN, Johannes)11" |
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| "predicted_codes": [ |
| "11G23", |
| "48A9875", |
| "61B2(ERASMUS, Desiderius)11" |
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| "generated_text": "{\"iconclass-codes\": [\"11G23\", \"48A9875\", \"61B2(ERASMUS, Desiderius)11\"]}", |
| "valid_json": true, |
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| "32A5", |
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| "61F(JAGDSCHLOSS LANGELEBEN)" |
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| "11H(HUGH)" |
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| "42A1931" |
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| "31A221", |
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| "31D15:61BB", |
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| "31D15:61BB" |
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| "43B3", |
| "43C522", |
| "86(LE TRICTRAC)" |
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| "31A254", |
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| "41A221", |
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| "47G1" |
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| "24A1", |
| "25F24(CAMEL)", |
| "71C3222", |
| "86(POST LUCTAM BENEDICETUR)" |
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| "47I15(SPADE)", |
| "86(POST LUCTUM BENEDICETUR)" |
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| "44B194" |
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| "49H3", |
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| "49H3", |
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| "41A7751", |
| "47I21(+945)", |
| "47I228" |
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| "25H213", |
| "61D(DONAU)", |
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| "25H213", |
| "25H114", |
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| "43C1147" |
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| "44A51(ITALIA)(+0)", |
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| "61B2(ORLANDO, Vittorio)(+4)", |
| "57AA91", |
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| "25H21" |
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| "48A9863" |
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| "25H11", |
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| "46C", |
| "46C21", |
| "46C223" |
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| "25H11", |
| "46C131" |
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| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C131\"]}", |
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| "25F32(SWALLOW)(+42)", |
| "25F32(SWALLOW)(+421)", |
| "25F32(SWALLOW)(+452)", |
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| "54EE31(+4):51B3(+4)", |
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| "97DD23" |
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| "57AA6122" |
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| "48B3", |
| "61B(+52)" |
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| "31A24(+1)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B:31D14\"]}", |
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| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(E)" |
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| "49M413", |
| "49M3", |
| "49L12(E)" |
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| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(E)\"]}", |
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| "11L611", |
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| "11S15", |
| "11S63", |
| "31A25212", |
| "31AA25212" |
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| "11B3231", |
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| "11Q651", |
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| "32B33", |
| "44B1" |
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| "25H11", |
| "73" |
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| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"73\"]}", |
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| "44D4", |
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| "33C85", |
| "44G" |
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| "46A17", |
| "52AA5" |
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| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"52AA5\"]}", |
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| "32B311(GERMANS)", |
| "41D3", |
| "45(+22)", |
| "45C2" |
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| "45B212", |
| "46C131" |
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| "43C7" |
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| "gt_codes": [ |
| "61B(+2)", |
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| "61B(+2)", |
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| "generated_text": "{\"iconclass-codes\": [\"61B(+2)\", \"61B(+54)\"]}", |
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| "gt_codes": [ |
| "73C8522" |
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| "73C8645" |
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| "48A9831", |
| "48A9832" |
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| "48A98312", |
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| "48A9876" |
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| "31A2422", |
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| "61B(+53)", |
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| "31A2422", |
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| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
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| "25H", |
| "41A18", |
| "46C11", |
| "46C131", |
| "46C13141" |
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| "25H", |
| "41A17" |
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| "61D(AMAZONIA)", |
| "25I1" |
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| "61E(ROME)", |
| "25I" |
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| "generated_text": "{\"iconclass-codes\": [\"61E(ROME)\", \"25I\"]}", |
| "valid_json": true, |
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| "11Q651", |
| "31A231", |
| "31A2421", |
| "31A25552", |
| "41A711", |
| "46A122", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
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| "predicted_codes": [ |
| "31A2421", |
| "61B(+53)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+53)\", \"61B:31D14\"]}", |
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| { |
| "index": 306, |
| "gt_codes": [ |
| "25F25(ELEPHANT)" |
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| "predicted_codes": [ |
| "25F25(ELEPHANT)" |
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| "generated_text": "{\"iconclass-codes\": [\"25F25(ELEPHANT)\"]}", |
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| "61B(+55)", |
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| "11D4116", |
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| "49L171" |
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| "11H(PAUL)", |
| "45C13(SWORD)", |
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| "49L171" |
| ], |
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| "25I1", |
| "25I1461" |
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| "25I", |
| "41A16" |
| ], |
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| "code_recall": 0.3333333333333333 |
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| { |
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| "25H114", |
| "26F", |
| "49E6", |
| "61B2(FALB, Rudolf)3" |
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| "46A17", |
| "32B311(TEDESCHI)(+9)", |
| "57AA611" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32B311(TEDESCHI)(+9)\", \"57AA611\"]}", |
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| "49M42", |
| "49M3" |
| ], |
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| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", |
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| "92B3" |
| ], |
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| "92B5" |
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| "generated_text": "{\"iconclass-codes\": [\"92B5\"]}", |
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| { |
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| "25F23(LION)(+12)", |
| "41A3281", |
| "41A542", |
| "41A635", |
| "44A1(+4)(LEIDEN)", |
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| "45C221", |
| "46A122(WILLIAM I OF NASSAU)1", |
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| "49B40", |
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| "61E(LEIDEN)", |
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| "92C271", |
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| "92C28(LANCE)", |
| "92C281", |
| "86(C. LUGDUNUM BATAVORUM)" |
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| "25F23(LION)(+1)", |
| "44A1(+4)(AMSTERDAM)", |
| "46C19", |
| "48C244", |
| "49L73", |
| "49L8", |
| "61E(AMSTERDAM)" |
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| { |
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| "48B3", |
| "48B3:61B", |
| "48C24", |
| "61B(+51)" |
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| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", |
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| "valid_code_count": 3, |
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| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+54)", |
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| "31A235", |
| "31D15:61BB", |
| "41A711", |
| "49M32" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31D15:61BB\", \"41A711\", \"49M32\"]}", |
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| "49M3" |
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| "49M3" |
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| "31A61", |
| "31D11222", |
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| "33A3", |
| "34B11", |
| "41C741", |
| "41D221(CAP)", |
| "41D221(HAT)", |
| "48C72", |
| "48C7351", |
| "48C741", |
| "48C75", |
| "48C755", |
| "61B(+55)" |
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| "31A2549", |
| "31B6235", |
| "31D12", |
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| "33A35", |
| "34B11", |
| "41A771:25D13(TIN)", |
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| "41C741", |
| "41D221(HAT)", |
| "48C7351", |
| "48C75" |
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| "41A251", |
| "49L6", |
| "49L62" |
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| "49L51" |
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| "generated_text": "{\"iconclass-codes\": [\"49L51\"]}", |
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| "25G21(POMEGRANATE)" |
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| "25G4(GANANTOPFEL)" |
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| "generated_text": "{\"iconclass-codes\": [\"25G4(GANANTOPFEL)\"]}", |
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| "11Q712", |
| "25I2", |
| "25I241", |
| "31B52", |
| "33C23", |
| "46A151" |
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| "predicted_codes": [ |
| "11Q712", |
| "25I241" |
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| "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25I241\"]}", |
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| "gt_codes": [ |
| "41D221" |
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| "31D17" |
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| "31D14", |
| "44C312", |
| "11K", |
| "49L641", |
| "49L11", |
| "49L66", |
| "49L511" |
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| "31D14", |
| "25F26(HARE)", |
| "49L51", |
| "48C7323", |
| "49MM32", |
| "41A421", |
| "49L64" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D14\", \"25F26(HARE)\", \"49L51\", \"48C7323\", \"49MM32\", \"41A421\", \"49L64\"]}", |
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| "gt_codes": [ |
| "73D36" |
| ], |
| "predicted_codes": [ |
| "73C864" |
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| { |
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| "gt_codes": [ |
| "49M42", |
| "49M3" |
| ], |
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| "49M3" |
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| "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
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| "gt_codes": [ |
| "21D" |
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| "25G21", |
| "92L41" |
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| "generated_text": "{\"iconclass-codes\": [\"25G21\", \"92L41\"]}", |
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| "gt_codes": [ |
| "11K(SATAN)" |
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| "13B42" |
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| "generated_text": "{\"iconclass-codes\": [\"13B42\"]}", |
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| "31A22621:22C4(BLONDE)", |
| "31A2422", |
| "41D211", |
| "41D221(SKULLCAP)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
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| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
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| "gt_codes": [ |
| "42E22", |
| "73F2452" |
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| "42E22" |
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| "generated_text": "{\"iconclass-codes\": [\"42E22\"]}", |
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| "hierarchical_f1": 0.6666666666666666, |
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| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
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| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(N)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
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| "exact_match": true, |
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| "code_precision": 1.0, |
| "code_recall": 1.0 |
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| { |
| "index": 330, |
| "gt_codes": [ |
| "45H3(+3)" |
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| "predicted_codes": [ |
| "45H3(+3)" |
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| "generated_text": "{\"iconclass-codes\": [\"45H3(+3)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
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| "exact_match": true, |
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| "code_precision": 1.0, |
| "code_recall": 1.0 |
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| "index": 331, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(A)" |
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| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(A)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(A)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
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| "exact_match": true, |
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| { |
| "index": 332, |
| "gt_codes": [ |
| "31A2363(+1)", |
| "46C24", |
| "47K42", |
| "54AA11", |
| "56B2(+11)", |
| "86(DERJENIGE, DER HERUMLIEGT UND IN SEINEM KAHN RUHT, etc.)" |
| ], |
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| "25F6", |
| "31A2364", |
| "31AA27112(+89)", |
| "31D14", |
| "31D15", |
| "41C341", |
| "41C621", |
| "41C69", |
| "41C7110", |
| "46C24", |
| "46C2711(PILOT)", |
| "46C2711(SAILOR)", |
| "46C2711(STEERSMAN)", |
| "46C2711(WHEELSMAN)", |
| "46C2711(YACHTSMAN)", |
| "46C2712", |
| "46C2713", |
| "46C2714", |
| "46C2715(ANCHOR)", |
| "46C2715(BOW)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F6\", \"31A2364\", \"31AA27112(+89)\", \"31D14\", \"31D15\", \"41C341\", \"41C621\", \"41C69\", \"41C7110\", \"46C24\", \"46C2711(PILOT)\", \"46C2711(SAILOR)\", \"46C2711(STEERSMAN)\", \"46C2711(WHEELSMAN)\", \"46C2711(YACHTSMAN)\", \"46C2712\", \"46C2713\", \"46C2714\", \"46C2715(ANCHOR)\", \"46C2715(BOW)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
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| "code_recall": 0.16666666666666666 |
| }, |
| { |
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| "gt_codes": [ |
| "86(DEO, PARENTIBUS ET MAGISTRIS)", |
| "25I1", |
| "61E(LEIPZIG)", |
| "11Q21", |
| "42B111", |
| "41A711", |
| "49MM32", |
| "41A733", |
| "49B24", |
| "49L66", |
| "11L224", |
| "57A8" |
| ], |
| "predicted_codes": [ |
| "86(DEO, PARENTIBUS ET MAGISTRIS)", |
| "25I1", |
| "61E(LEIPZIG)", |
| "49B442", |
| "31D14(+53)", |
| "46A122", |
| "49C3", |
| "49L71", |
| "49M32" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(DEO, PARENTIBUS ET MAGISTRIS)\", \"25I1\", \"61E(LEIPZIG)\", \"49B442\", \"31D14(+53)\", \"46A122\", \"49C3\", \"49L71\", \"49M32\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
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| "exact_match": false, |
| "hierarchical_f1": 0.5077533512064343, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 334, |
| "gt_codes": [ |
| "41A12", |
| "61E(VEGHEL)", |
| "61F(FRISSELSTEIN)", |
| "61F(FRISSENSTEIN)" |
| ], |
| "predicted_codes": [ |
| "41A12", |
| "61E(UTRECHT)", |
| "61F(HUIS TERVELD)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A12\", \"61E(UTRECHT)\", \"61F(HUIS TERVELD)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 335, |
| "gt_codes": [ |
| "31A221" |
| ], |
| "predicted_codes": [ |
| "31A221", |
| "31A254" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A221\", \"31A254\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.9473684210526316, |
| "code_precision": 0.5, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 336, |
| "gt_codes": [ |
| "11R7", |
| "43C1(+4241)", |
| "43C1(+43)", |
| "56D1", |
| "86(SPE ILLECTAT INANI)" |
| ], |
| "predicted_codes": [ |
| "25F3(+342)", |
| "41D2653", |
| "47G6(FLAIL)", |
| "86(DIE SCHLAG-REDE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3(+342)\", \"41D2653\", \"47G6(FLAIL)\", \"86(DIE SCHLAG-REDE)\"]}", |
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| "86(ANTE OCCASUM LAUREA)" |
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| "86(DRACHMAM INUENIT)" |
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| "73C63" |
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| "25H14", |
| "41A12", |
| "46C21", |
| "46C223" |
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| "25I" |
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| "exact_match": false, |
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| "31B13", |
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| "71F1544", |
| "72A" |
| ], |
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| "71U4263" |
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| { |
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| "71", |
| "71A611" |
| ], |
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| "11G", |
| "25F36(DUCK)", |
| "25H15", |
| "71" |
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| "21D" |
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| "41C342" |
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| "73C7112" |
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| "46C24", |
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| "48A9876", |
| "46C223" |
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| "11M31" |
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| "31B6214", |
| "57AA6122", |
| "54E31" |
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| "49M413", |
| "49M3", |
| "49L12(D)" |
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| "49M3", |
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| "71F657" |
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| "48C524" |
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| "73D351" |
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| "11G", |
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| "73C864", |
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| "71C324" |
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| "41D221(CAP)", |
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| "23T27(VICTORIAN)", |
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| "86(GEBRECHEN MACHT KUNSTREICH)", |
| "25I1", |
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| "31A4153", |
| "46C1422", |
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| "86(DEBRECHEN MACHT K\u00dcNSTREICH)", |
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| "43A421", |
| "98B(ERICH)51", |
| "46C1442", |
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| "47H73" |
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| "41C26131", |
| "41C68" |
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| "25F36(DUCK)", |
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| "41C26131" |
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| "25I", |
| "31A231", |
| "31A2422", |
| "61B(+55)", |
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| "31A231", |
| "31A2421", |
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| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2421\", \"61B(+55)\", \"61B:31D14\"]}", |
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| "31A511", |
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| "48A9863" |
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| "41A2", |
| "48C5142" |
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| "25I2", |
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| "46C112", |
| "47D31" |
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| "25I1", |
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| "47D31", |
| "43C128", |
| "47K1" |
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| "31A(+89)", |
| "31D17", |
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| "96", |
| "96A1821" |
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| "11H", |
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| "11H(IGNATIUS OF ANTIOCH)", |
| "11I5" |
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| "11H(IGNATIUS)" |
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| "41A771:31A2774", |
| "41A773:31A2774", |
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| "54DD51(+4)", |
| "83(ERASMUS, Adagiorum chiliades I i 32)", |
| "86(ALIQUID MALI PROPTER VICINUM MALUM)" |
| ], |
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| "25H13", |
| "41A771", |
| "41C692(COLANDER)", |
| "41C692(POT)", |
| "51D4(+4):54F12(+4)", |
| "86(NEC SIBI NEC ALII)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H13\", \"41A771\", \"41C692(COLANDER)\", \"41C692(POT)\", \"51D4(+4):54F12(+4)\", \"86(NEC SIBI NEC ALII)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
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| { |
| "index": 522, |
| "gt_codes": [ |
| "23O42", |
| "24D1(SCORPIUS)", |
| "25F715" |
| ], |
| "predicted_codes": [ |
| "25F716(LOBSTER)" |
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| "generated_text": "{\"iconclass-codes\": [\"25F716(LOBSTER)\"]}", |
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| { |
| "index": 523, |
| "gt_codes": [ |
| "25H", |
| "25I", |
| "46C513" |
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| "predicted_codes": [ |
| "25H", |
| "34B11", |
| "46C131" |
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| "generated_text": "{\"iconclass-codes\": [\"25H\", \"34B11\", \"46C131\"]}", |
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| { |
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| "31A2422", |
| "31A534", |
| "31A5341", |
| "41D222(RUFF)", |
| "45B", |
| "45C22:41D222(HALSBERG)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
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| "code_precision": 1.0, |
| "code_recall": 0.4444444444444444 |
| }, |
| { |
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| "25H213", |
| "46C21", |
| "46C24" |
| ], |
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| "46C21" |
| ], |
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| "hierarchical_f1": 0.7499999999999999, |
| "code_precision": 1.0, |
| "code_recall": 0.3333333333333333 |
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| { |
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| "25G3(+351)", |
| "31A61", |
| "41A1", |
| "41C32(+0)", |
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| "43C1147", |
| "46C13141" |
| ], |
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| "25G3(+371)", |
| "46C131", |
| "48C7351" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3(+371)\", \"46C131\", \"48C7351\"]}", |
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| }, |
| { |
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| "gt_codes": [ |
| "25F26(HARE)", |
| "25F38(PARTRIDGE)", |
| "34B11", |
| "34B12", |
| "43C113" |
| ], |
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| "25F26(HARE)", |
| "34B11", |
| "43C113" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F26(HARE)\", \"34B11\", \"43C113\"]}", |
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| "code_recall": 0.6 |
| }, |
| { |
| "index": 528, |
| "gt_codes": [ |
| "11P311", |
| "11P31131", |
| "11Q71455", |
| "92I71181" |
| ], |
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| "12A43", |
| "49C121" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"12A43\", \"49C121\"]}", |
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| }, |
| { |
| "index": 529, |
| "gt_codes": [ |
| "25G41(ERYSIMUM CHEIRI)", |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "25G41(WALLFLOWER)", |
| "41A671", |
| "41A774" |
| ], |
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| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "41A671", |
| "41A774" |
| ], |
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| }, |
| { |
| "index": 530, |
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| "25G21(LEMON)", |
| "25G21(POMEGRANATE)", |
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| "41A774", |
| "41C323", |
| "41C653(LEMON)", |
| "47I4223" |
| ], |
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| "25D13(TIN)", |
| "25G21(LEMON)", |
| "41A77", |
| "41C323", |
| "41C621", |
| "41C653(LEMON)" |
| ], |
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| }, |
| { |
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| "11F4", |
| "11F4112", |
| "11F723", |
| "25G41(LILY)", |
| "25H", |
| "31A2421", |
| "41A4231", |
| "41D221", |
| "73", |
| "73B64" |
| ], |
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| "11F4", |
| "25G21(APPLE)", |
| "31A2422", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11F4\", \"25G21(APPLE)\", \"31A2422\", \"61B(+53)\"]}", |
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| }, |
| { |
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| "11F4", |
| "11F41", |
| "11F715", |
| "25G41(VIOLET)", |
| "25H", |
| "31A2422", |
| "61B(+53)" |
| ], |
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| "11F4", |
| "25G41(ROSE)", |
| "31A2422", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11F4\", \"25G41(ROSE)\", \"31A2422\", \"61B(+53)\"]}", |
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| }, |
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| "31A231", |
| "31A2422", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+53)", |
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| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
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| }, |
| { |
| "index": 534, |
| "gt_codes": [ |
| "81(Anonymus,Wolfdietrich)", |
| "46C514" |
| ], |
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| "73C864" |
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| }, |
| { |
| "index": 535, |
| "gt_codes": [ |
| "47I15(SCYTHE)" |
| ], |
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| "49L17", |
| "25G3(+22)", |
| "49M413" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"25G3(+22)\", \"49M413\"]}", |
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| }, |
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| "83(OVID, Metamorphoses)" |
| ], |
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| "83(OVID, Metamorphoses)" |
| ], |
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| }, |
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| "gt_codes": [ |
| "25H112(+1)" |
| ], |
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| "25H1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H1\"]}", |
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| { |
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| "31A53421", |
| "49B43", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
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| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
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| "gt_codes": [ |
| "47I421" |
| ], |
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| "71E3243" |
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| { |
| "index": 540, |
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| "31A2421", |
| "31D13", |
| "61B(+52)" |
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| "predicted_codes": [ |
| "31D15:61BB", |
| "41D26611" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\", \"41D26611\"]}", |
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| "61B(+2)", |
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| "31A24(+1)", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", |
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| "49G6222" |
| ], |
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| "31A25" |
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| { |
| "index": 543, |
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| "25H1121", |
| "25I5", |
| "45C16(CANNON)", |
| "45K13", |
| "52E3", |
| "54A44", |
| "71Z(Maccabees 1:8)", |
| "86(CONSILIO ET PATIENTIA)" |
| ], |
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| "25H113", |
| "46C112:5(+12)", |
| "57A68", |
| "59B31", |
| "86(CONSILIO ET PATIENTIA)" |
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| "generated_text": "{\"iconclass-codes\": [\"25H113\", \"46C112:5(+12)\", \"57A68\", \"59B31\", \"86(CONSILIO ET PATIENTIA)\"]}", |
| "valid_json": true, |
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| "index": 544, |
| "gt_codes": [ |
| "25H112", |
| "45B", |
| "45C16(RIFLE)" |
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| "predicted_codes": [ |
| "31D15", |
| "45B", |
| "45C16(RIFLE)" |
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| "generated_text": "{\"iconclass-codes\": [\"31D15\", \"45B\", \"45C16(RIFLE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "hierarchical_f1": 0.6666666666666666, |
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| "index": 545, |
| "gt_codes": [ |
| "31A22210", |
| "31D14", |
| "49G2(+0)", |
| "57A6", |
| "86(DAER HEBDY 'T AL)" |
| ], |
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| "25I1", |
| "31A2748(+921)", |
| "31D14", |
| "41C692(URINE)", |
| "41D221(HAT)", |
| "41D223(DOUBLET)", |
| "41D23(PANTS)", |
| "41D263", |
| "46A14", |
| "46B31", |
| "46B311", |
| "46B5120", |
| "54AA4:54F12", |
| "54BB31:54FF12", |
| "86(WIE DE MAN ZIJN URIN UITLAAT, ZO IS HET MET ALLES)" |
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| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"31A2748(+921)\", \"31D14\", \"41C692(URINE)\", \"41D221(HAT)\", \"41D223(DOUBLET)\", \"41D23(PANTS)\", \"41D263\", \"46A14\", \"46B31\", \"46B311\", \"46B5120\", \"54AA4:54F12\", \"54BB31:54FF12\", \"86(WIE DE MAN ZIJN URIN UITLAAT, ZO IS HET MET ALLES)\"]}", |
| "valid_json": true, |
| "valid_code_count": 15, |
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| "hierarchical_f1": 0.42688156972669933, |
| "code_precision": 0.06666666666666667, |
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| "index": 546, |
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| "71P422" |
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| "71P34(+3)" |
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| "generated_text": "{\"iconclass-codes\": [\"71P34(+3)\"]}", |
| "valid_json": true, |
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| "hierarchical_f1": 0.57, |
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| { |
| "index": 547, |
| "gt_codes": [ |
| "46A14", |
| "46C13141(+75247)", |
| "46C1411", |
| "46C1422", |
| "46C1442" |
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| "predicted_codes": [ |
| "46C13141", |
| "47I228" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C13141\", \"47I228\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| { |
| "index": 548, |
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| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
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| "49M13", |
| "49M3" |
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| "generated_text": "{\"iconclass-codes\": [\"49M13\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| "index": 549, |
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| "25H11", |
| "47I21", |
| "47I221" |
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| "predicted_codes": [ |
| "25H11", |
| "31A(+73)", |
| "46C13142", |
| "47I2112" |
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| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"31A(+73)\", \"46C13142\", \"47I2112\"]}", |
| "valid_json": true, |
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| { |
| "index": 550, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(Z)" |
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| "49L17", |
| "49M413", |
| "49M3", |
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| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(Z)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
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| }, |
| { |
| "index": 551, |
| "gt_codes": [ |
| "49M3" |
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| "predicted_codes": [ |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", |
| "valid_json": true, |
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| { |
| "index": 552, |
| "gt_codes": [ |
| "73B24(+0)" |
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| "predicted_codes": [ |
| "73B821" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73B821\"]}", |
| "valid_json": true, |
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| "hierarchical_f1": 0.57, |
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| }, |
| { |
| "index": 553, |
| "gt_codes": [ |
| "25F716(LOBSTER)", |
| "25G21(LEMON)", |
| "25G21(PEACH)", |
| "41C323", |
| "41C341", |
| "41C37", |
| "41C621", |
| "41C653(LEMON)", |
| "41C653(PEACH)", |
| "47I4223" |
| ], |
| "predicted_codes": [ |
| "25F716(LOBSTER)", |
| "41C323", |
| "41C653" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F716(LOBSTER)\", \"41C323\", \"41C653\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "code_precision": 0.6666666666666666, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 554, |
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| "11Q713", |
| "11Q7131(CHOIR SCREEN)", |
| "11Q72", |
| "25I", |
| "31D112", |
| "41B311" |
| ], |
| "predicted_codes": [ |
| "11Q713", |
| "25I", |
| "48C7334" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"25I\", \"48C7334\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "hierarchical_f1": 0.6832250227755845, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.3333333333333333 |
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| { |
| "index": 555, |
| "gt_codes": [ |
| "25I", |
| "25I1", |
| "25I142:25G3", |
| "43B42" |
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| "25I142:25G3", |
| "25I144" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25I142:25G3\", \"25I144\"]}", |
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| "exact_match": false, |
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| { |
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| "25L1", |
| "49D22" |
| ], |
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| "25L1", |
| "49D22" |
| ], |
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| "31A5341", |
| "41D212(+43)", |
| "41D212(TABBAARD)", |
| "41D222(RUFF)", |
| "41D224(+81)", |
| "49K(+3)", |
| "61B2(MERULA, PAULUS)11" |
| ], |
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| "45C21" |
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| "41D221(HAT)", |
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| "86(HELPE, OR ELSE I DYE)", |
| "86(NON SUFFULTA PEREO)" |
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| "41CC271", |
| "41D221(HAT)", |
| "41D223", |
| "41D23", |
| "41D263", |
| "41D267", |
| "41D268", |
| "41D283", |
| "41D283", |
| "41D:25F(+342)", |
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| "41A16" |
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| "25H", |
| "41A7751", |
| "46C131" |
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| "49LL72", |
| "71Y1(Prov. 1:8)" |
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| "49L12(I)", |
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| ], |
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| "46A122", |
| "48A98211", |
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| "45C221", |
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| "46A122", |
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| "45C221" |
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| "26F1", |
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| "25G3", |
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| "51H42(+4)", |
| "56F2(+4)", |
| "86(QUAERITUR)" |
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| "31A332(+0)", |
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| "47I2112(+94591)", |
| "86(SO REIN WIE AUF WELLEN)" |
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| "31A511", |
| "47I2111(+95211)", |
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| "25H21", |
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| "46C1111", |
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| "49G361" |
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| "47I2112", |
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| "47I221" |
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| "47I2112" |
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| "47I2112" |
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| "31A2421", |
| "31A5341", |
| "61B(+51)", |
| "61B:31D14" |
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| "31A2421", |
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| "31D15", |
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| "41B16", |
| "41B33", |
| "45B", |
| "73", |
| "73D331" |
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| "31A2549", |
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| "41A2", |
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| "41C741", |
| "48C7311", |
| "48C7354" |
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| "61B2(WILLEM I, prins van Oranje-Nassau)11" |
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| "45C21" |
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| "24A6", |
| "25H23", |
| "31A2764", |
| "52BB41(+4)", |
| "56DD2(+4)", |
| "86(CAVETE AB INCERTIS)", |
| "95A(ICARUS)681" |
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| "24A6", |
| "25F(+342)", |
| "25H13", |
| "25H23", |
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| "92D156", |
| "54E31(+4)", |
| "86(QUAE VULT, ID IPSE POTEST)" |
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| "73C721" |
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| "gt_codes": [ |
| "61B(+2)" |
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| "31A2421", |
| "31D15:61BB", |
| "61B(+52)" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\"]}", |
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| "48C7322", |
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| "48C75", |
| "52A6", |
| "59C2" |
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| "48C91", |
| "52A6" |
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| "generated_text": "{\"iconclass-codes\": [\"48C91\", \"52A6\"]}", |
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| "11(+5)", |
| "11(+5):61B", |
| "11F4", |
| "11FF4221", |
| "11H", |
| "11H(ADRIAN)", |
| "11HH(BARBARA)" |
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| "11(+5):61B", |
| "11H", |
| "11HH", |
| "73A2221" |
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| "generated_text": "{\"iconclass-codes\": [\"11(+5):61B\", \"11H\", \"11HH\", \"73A2221\"]}", |
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| "31D14", |
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| "45D311", |
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| "46D3" |
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| "31D14", |
| "45B", |
| "46A12", |
| "49L11" |
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| "33A13", |
| "44B421" |
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| "42E2" |
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| "25G21(CHERRY)", |
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| "41A774", |
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| "47I4223" |
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| "25G21(CHERRY)", |
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| "41C37", |
| "41D2659(FRINGE)" |
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| "49L17", |
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| "49M3", |
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| "49L17", |
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| "49M3", |
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| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(P)\"]}", |
| "valid_json": true, |
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| }, |
| { |
| "index": 578, |
| "gt_codes": [ |
| "25I1", |
| "31D15", |
| "31E3", |
| "41A1", |
| "46C14" |
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| "25I", |
| "31A235", |
| "46C13141" |
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| "generated_text": "{\"iconclass-codes\": [\"25I\", \"31A235\", \"46C13141\"]}", |
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| { |
| "index": 579, |
| "gt_codes": [ |
| "25G3", |
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| "25I", |
| "41A1", |
| "46C11" |
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| "25H114", |
| "25I" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H114\", \"25I\"]}", |
| "valid_json": true, |
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| }, |
| { |
| "index": 580, |
| "gt_codes": [ |
| "43B31", |
| "48C7521" |
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| "41A3911", |
| "46B222" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A3911\", \"46B222\"]}", |
| "valid_json": true, |
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| { |
| "index": 581, |
| "gt_codes": [ |
| "86(DER TAUBEN-NARR)", |
| "31A235", |
| "31B8", |
| "41A36", |
| "34B2311", |
| "25F39(DOVE)(+5262)", |
| "54AA1", |
| "46A170", |
| "54BB4" |
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| "86(DER TAUBEN NARR)", |
| "41A36", |
| "25F39(TURTLE DOVE)(+5247)", |
| "43C714(+0)", |
| "31B8", |
| "54AA4" |
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| "generated_text": "{\"iconclass-codes\": [\"86(DER TAUBEN NARR)\", \"41A36\", \"25F39(TURTLE DOVE)(+5247)\", \"43C714(+0)\", \"31B8\", \"54AA4\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
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| "hierarchical_f1": 0.7386785449146253, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.2222222222222222 |
| }, |
| { |
| "index": 582, |
| "gt_codes": [ |
| "92D1916", |
| "92B58(CADUCEUS)", |
| "41D92", |
| "46A122", |
| "48C5142", |
| "46B311", |
| "45C16(CANNON)", |
| "44D4", |
| "25F37(CRANE)", |
| "48C7352", |
| "44A3" |
| ], |
| "predicted_codes": [ |
| "45C22", |
| "92D1916", |
| "48A9875", |
| "48C5156", |
| "44B113", |
| "48C7352" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45C22\", \"92D1916\", \"48A9875\", \"48C5156\", \"44B113\", \"48C7352\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
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| "code_precision": 0.5, |
| "code_recall": 0.14285714285714285 |
| }, |
| { |
| "index": 612, |
| "gt_codes": [ |
| "25H113", |
| "25H23", |
| "25H2311", |
| "25I12", |
| "25I5", |
| "26A", |
| "31A2513(+933)", |
| "31A2515", |
| "31A25552", |
| "31A4527(+23)", |
| "31A534", |
| "31B6211", |
| "43C1(+41621)", |
| "92H4", |
| "23T0", |
| "48C901", |
| "49K1(+55)", |
| "51K1(+4)", |
| "52A42(+4)", |
| "52A44" |
| ], |
| "predicted_codes": [ |
| "25F31(+5262)", |
| "25H11", |
| "25H14", |
| "25H23", |
| "25I12", |
| "26A", |
| "31A2331(+911)", |
| "31A247", |
| "31A2511(+933)", |
| "31A2512(+933)", |
| "31A2515(+933)", |
| "31A2621(+51)", |
| "31A458", |
| "31AA2515(+933)", |
| "31B6212", |
| "31D14", |
| "41D2339", |
| "41D91", |
| "45C11(TORCH)", |
| "45C14(HALBERD)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F31(+5262)\", \"25H11\", \"25H14\", \"25H23\", \"25I12\", \"26A\", \"31A2331(+911)\", \"31A247\", \"31A2511(+933)\", \"31A2512(+933)\", \"31A2515(+933)\", \"31A2621(+51)\", \"31A458\", \"31AA2515(+933)\", \"31B6212\", \"31D14\", \"41D2339\", \"41D91\", \"45C11(TORCH)\", \"45C14(HALBERD)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.6201635420821698, |
| "code_precision": 0.15, |
| "code_recall": 0.15 |
| }, |
| { |
| "index": 613, |
| "gt_codes": [ |
| "25I" |
| ], |
| "predicted_codes": [ |
| "25I" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
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| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 614, |
| "gt_codes": [ |
| "11D", |
| "31A235", |
| "31A2422", |
| "31A25", |
| "61B(+55)" |
| ], |
| "predicted_codes": [ |
| "11D", |
| "31A235" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D\", \"31A235\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.8262910798122065, |
| "code_precision": 1.0, |
| "code_recall": 0.4 |
| }, |
| { |
| "index": 615, |
| "gt_codes": [ |
| "11P31521", |
| "11P3154", |
| "31A" |
| ], |
| "predicted_codes": [ |
| "11D3", |
| "46A5" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D3\", \"46A5\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| "code_recall": 0.0 |
| }, |
| { |
| "index": 616, |
| "gt_codes": [ |
| "25F711(BEE)(+53)", |
| "45C221", |
| "47I242(+0)", |
| "47I243(+953)", |
| "31A22611", |
| "45A1", |
| "45A10", |
| "45A2", |
| "45A20", |
| "45A231", |
| "47I2421" |
| ], |
| "predicted_codes": [ |
| "25F711(BEE)(+53)", |
| "45C221", |
| "46A122(...)3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F711(BEE)(+53)\", \"45C221\", \"46A122(...)3\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "exact_match": false, |
| "hierarchical_f1": 0.5259475218658892, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.18181818181818182 |
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| { |
| "index": 617, |
| "gt_codes": [ |
| "25F711(CATERPILLAR)", |
| "25F711(LADYBIRD)", |
| "25G41(CARNATION)", |
| "41A671" |
| ], |
| "predicted_codes": [ |
| "25G41(CARNATION)", |
| "41A671", |
| "41A773" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(CARNATION)\", \"41A671\", \"41A773\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "code_precision": 0.6666666666666666, |
| "code_recall": 0.5 |
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| { |
| "index": 618, |
| "gt_codes": [ |
| "31A235", |
| "31A2422", |
| "49D36", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+53)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.8745603751465416, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 619, |
| "gt_codes": [ |
| "25I1" |
| ], |
| "predicted_codes": [ |
| "25G4(ARTICHOKE)", |
| "31D14", |
| "31D15", |
| "41A771", |
| "41C652(CARROT)", |
| "41C652(CAULIFLOWER)", |
| "41C652(CABBAGE)", |
| "46B" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(ARTICHOKE)\", \"31D14\", \"31D15\", \"41A771\", \"41C652(CARROT)\", \"41C652(CAULIFLOWER)\", \"41C652(CABBAGE)\", \"46B\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
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| "exact_match": false, |
| "hierarchical_f1": 0.0888888888888889, |
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| }, |
| { |
| "index": 620, |
| "gt_codes": [ |
| "31A2211", |
| "31D15:61BB", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "exact_match": false, |
| "hierarchical_f1": 0.7570109890109891, |
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| "code_recall": 0.3333333333333333 |
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| { |
| "index": 621, |
| "gt_codes": [ |
| "22C31", |
| "31A4690", |
| "41A635", |
| "44A1(+4)(DORDRECHT)", |
| "48C244", |
| "49L8", |
| "49M32", |
| "61E(DORDRECHT)", |
| "92B11221", |
| "92F2911" |
| ], |
| "predicted_codes": [ |
| "11D123(TAU-CROSS)", |
| "11E546(+0):5(+113)", |
| "22C31", |
| "25G41(ROSE)(+12)", |
| "31A27112", |
| "31AA27112", |
| "41B34(+1)", |
| "48A98331", |
| "49L8", |
| "49MM32", |
| "86(CRISTIANA RELIGIO)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D123(TAU-CROSS)\", \"11E546(+0):5(+113)\", \"22C31\", \"25G41(ROSE)(+12)\", \"31A27112\", \"31AA27112\", \"41B34(+1)\", \"48A98331\", \"49L8\", \"49MM32\", \"86(CRISTIANA RELIGIO)\"]}", |
| "valid_json": true, |
| "valid_code_count": 11, |
| "total_predicted": 11, |
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| "hierarchical_f1": 0.4171459694989107, |
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| "code_recall": 0.2 |
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| { |
| "index": 622, |
| "gt_codes": [ |
| "31A233", |
| "31A235", |
| "31A2543", |
| "31A5352", |
| "41A721", |
| "49G11", |
| "49G34", |
| "86(ZU MINDERN UND ZU MEHREN)" |
| ], |
| "predicted_codes": [ |
| "31A2543", |
| "31D14(+79)", |
| "41A721", |
| "46B311", |
| "86(ZU MINDERN UND ZU MEHREN)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2543\", \"31D14(+79)\", \"41A721\", \"46B311\", \"86(ZU MINDERN UND ZU MEHREN)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
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| "hierarchical_f1": 0.7014606341289633, |
| "code_precision": 0.6, |
| "code_recall": 0.375 |
| }, |
| { |
| "index": 623, |
| "gt_codes": [ |
| "31A2422", |
| "31A311", |
| "61B(+51)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "hierarchical_f1": 0.9431968295904887, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.5 |
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| { |
| "index": 624, |
| "gt_codes": [ |
| "25G4(LAURUS ALEXANDRINA GENNINA)", |
| "25G4(TRUE LAURELL OF ALEXANDRIA)", |
| "25G4(CHAMAEDAPHNE VERA DIOSCORIDIS)", |
| "25G4(TRUE DWARFE LAURELL OF DIOSCORIDES)" |
| ], |
| "predicted_codes": [ |
| "25G4(...)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(...)\"]}", |
| "valid_json": true, |
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| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
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| { |
| "index": 625, |
| "gt_codes": [ |
| "25A4", |
| "45K13" |
| ], |
| "predicted_codes": [ |
| "25A3", |
| "45K13" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25A3\", \"45K13\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.8000000000000002, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 626, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(N)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
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| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 627, |
| "gt_codes": [ |
| "25F26(RABBIT)", |
| "25F35(PEACOCK)", |
| "25F36(DUCK)", |
| "25H", |
| "31A(+89)", |
| "31D14", |
| "31D15", |
| "34B232(+51)", |
| "47I21111", |
| "47I214", |
| "71", |
| "71A422" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "25H15", |
| "47I21" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25H15\", \"47I21\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "hierarchical_f1": 0.48555555555555546, |
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| }, |
| { |
| "index": 628, |
| "gt_codes": [ |
| "43C3963" |
| ], |
| "predicted_codes": [ |
| "45H3(+2)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45H3(+2)\"]}", |
| "valid_json": true, |
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| "hierarchical_f1": 0.19, |
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| { |
| "index": 629, |
| "gt_codes": [ |
| "73D415" |
| ], |
| "predicted_codes": [ |
| "73D41" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D41\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
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| "exact_match": false, |
| "hierarchical_f1": 0.855, |
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| }, |
| { |
| "index": 630, |
| "gt_codes": [ |
| "31A2245(+933):25G411", |
| "31A2422", |
| "31D13", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "hierarchical_f1": 0.8704696449026346, |
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| { |
| "index": 631, |
| "gt_codes": [ |
| "44G342" |
| ], |
| "predicted_codes": [ |
| "73F2145" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73F2145\"]}", |
| "valid_json": true, |
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| "hierarchical_f1": 0.0, |
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| "code_recall": 0.0 |
| }, |
| { |
| "index": 632, |
| "gt_codes": [ |
| "22C8", |
| "25G3(+361)", |
| "25G3(+363)", |
| "25I3" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "41A16" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A16\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5652173913043479, |
| "code_precision": 0.0, |
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| }, |
| { |
| "index": 633, |
| "gt_codes": [ |
| "46C24:47K" |
| ], |
| "predicted_codes": [ |
| "31A254", |
| "31D16", |
| "47I15(SPADE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A254\", \"31D16\", \"47I15(SPADE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "exact_match": false, |
| "hierarchical_f1": 0.095, |
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| }, |
| { |
| "index": 634, |
| "gt_codes": [ |
| "31A71", |
| "41D2321" |
| ], |
| "predicted_codes": [ |
| "31A231" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\"]}", |
| "valid_json": true, |
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| "hierarchical_f1": 0.37999999999999995, |
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| }, |
| { |
| "index": 635, |
| "gt_codes": [ |
| "31A235", |
| "31A2421", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "code_precision": 0.3333333333333333, |
| "code_recall": 0.2 |
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| { |
| "index": 636, |
| "gt_codes": [ |
| "25G22(Reuponticum)" |
| ], |
| "predicted_codes": [ |
| "25G41(LILY)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(LILY)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.6, |
| "code_precision": 0.0, |
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| }, |
| { |
| "index": 637, |
| "gt_codes": [ |
| "25G4(THISTLE)" |
| ], |
| "predicted_codes": [ |
| "25G4(THISTLE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(THISTLE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 638, |
| "gt_codes": [ |
| "34B12", |
| "41C69" |
| ], |
| "predicted_codes": [ |
| "34B12", |
| "34B131" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"34B12\", \"34B131\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.6376811594202899, |
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| "code_recall": 0.5 |
| }, |
| { |
| "index": 639, |
| "gt_codes": [ |
| "41C672" |
| ], |
| "predicted_codes": [ |
| "41A773" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A773\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
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| "exact_match": false, |
| "hierarchical_f1": 0.4000000000000001, |
| "code_precision": 0.0, |
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| }, |
| { |
| "index": 640, |
| "gt_codes": [ |
| "31D15:61BB" |
| ], |
| "predicted_codes": [ |
| "31D15:61BB", |
| "41D26611", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\", \"41D26611\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 641, |
| "gt_codes": [ |
| "11P3153(+0)", |
| "23R14", |
| "24B3", |
| "25F44", |
| "25F72(SNAIL)", |
| "41B33", |
| "42E141(+0)", |
| "44G591(+0)", |
| "86(NEC VIRTUS OBSCURA PETIT)", |
| "86(LET YOUR LIGHT SO SHINE, THAT MEN SEEING YOUR GOOD WORKES MAY GLORIFIE)" |
| ], |
| "predicted_codes": [ |
| "24A", |
| "25F44(+1)", |
| "31B623591", |
| "41C326", |
| "47D8(ROPE)", |
| "54E31(+4)", |
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| "46A21" |
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| "46C11" |
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| "49K10", |
| "93" |
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| "49E122" |
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| "11H(MARTIN)4", |
| "11P31131", |
| "46A151", |
| "46A212", |
| "49L12(O)", |
| "49L171" |
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| "48C162" |
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| "54F12" |
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| "31A2748", |
| "56F2" |
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| "41A2", |
| "48A81(+351)", |
| "61B113" |
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| "48C514(+414)", |
| "48C5142" |
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| "25F23(LION)", |
| "48A9833", |
| "46A122", |
| "48A98312", |
| "25F24(BOAR)" |
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| "48A98311", |
| "45C221" |
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| "31D15(+53)", |
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| "11Q11", |
| "61B2(LOUBET, \u00c9mile)3", |
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| "11F26(+0)" |
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| "46D", |
| "31B521" |
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| "47I2112" |
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| "47I21" |
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| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(E)" |
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| "49L17", |
| "49M413", |
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| "11F4", |
| "11F4111", |
| "11F725", |
| "31A2421", |
| "33A14", |
| "61B(+54)" |
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| "11F4", |
| "31A24(+1)", |
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| "31AA245", |
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| "41D92", |
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| "42B29", |
| "45C13(SWORD)", |
| "48C149" |
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| "48C161", |
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| "54EE31(+4)", |
| "86(AMORIS EFFUSIO)" |
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| "gt_codes": [ |
| "11H(JEROME)" |
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| "11HH(MARGARET)" |
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| "gt_codes": [ |
| "41A2", |
| "41A411", |
| "41A412", |
| "41B214", |
| "48A9863" |
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| "41A2", |
| "41B214" |
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| "31A235", |
| "31A24(+1)", |
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| "31D14", |
| "31D15", |
| "42G:61B2(...)13", |
| "61B(+55)", |
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| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+52)" |
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| "gt_codes": [ |
| "71K29221" |
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| "71H849" |
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| "index": 694, |
| "gt_codes": [ |
| "23U22(+0)", |
| "31F25", |
| "33C23", |
| "45C15(ARROW)" |
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| "31A2543", |
| "31D14(+79)", |
| "31D15", |
| "41D2661", |
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| "45C15(ARROW)", |
| "45C22", |
| "45C221", |
| "46B311", |
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| "46E221", |
| "54AA43(+4)", |
| "56F2(+4)", |
| "86(IN AMORE NON EST FIDELIS QUI CUM DUOBUS VIVIT)" |
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| "valid_json": true, |
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| "86(ET STEMMA ET GLORIAM RENOVABIT)", |
| "86(WIE ER WIRD DESSEN STAMM ERWEITERN UND VERJ\u00dcNGEN/ ALSO AUCH NEUEN FLOR DEM GROSSEN ERTZ-HAUSS BRINGEN)", |
| "25G3", |
| "48C26", |
| "42G1" |
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| "86(QUAE VIRTUS, QUAE FIDES?)", |
| "49M32", |
| "57A6", |
| "11D131", |
| "11Q0" |
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| "generated_text": "{\"iconclass-codes\": [\"86(QUAE VIRTUS, QUAE FIDES?)\", \"49M32\", \"57A6\", \"11D131\", \"11Q0\"]}", |
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| "25G4(+15)", |
| "41A35", |
| "41A64" |
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| "25G3(LAUREL)(+27)", |
| "48C161", |
| "92B58(CADUCEUS)", |
| "92B58(PETASUS)" |
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| "generated_text": "{\"iconclass-codes\": [\"25G3(LAUREL)(+27)\", \"48C161\", \"92B58(CADUCEUS)\", \"92B58(PETASUS)\"]}", |
| "valid_json": true, |
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| "index": 697, |
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| "25F72(OYSTER)(+93)", |
| "31A231", |
| "31A2422", |
| "31D11222", |
| "31D112:61B2(...)1", |
| "41A422", |
| "41D221(FEATHERS)", |
| "41D26611", |
| "41D2662", |
| "41D26:31A22621", |
| "61B(+53)" |
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| "predicted_codes": [ |
| "31A2422", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
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| "31A231", |
| "31A2421", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
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| "31A2421", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
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| "code_recall": 0.8 |
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| "index": 699, |
| "gt_codes": [ |
| "45C22", |
| "25H23", |
| "25H2311", |
| "31A4527(+23)", |
| "43C1(+41621)", |
| "92H4" |
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| "24A6", |
| "25F(+342)", |
| "25H11", |
| "25I12", |
| "26A", |
| "31A27112", |
| "31D14", |
| "45C11(SPEAR)", |
| "45C19(SHIELD)", |
| "45C22", |
| "45C221", |
| "48CC7352(+372)", |
| "48CC7525", |
| "92B3711", |
| "92B37111", |
| "92B37112", |
| "92B37113", |
| "92B37114", |
| "92B37115" |
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| "generated_text": "{\"iconclass-codes\": [\"24A6\", \"25F(+342)\", \"25H11\", \"25I12\", \"26A\", \"31A27112\", \"31D14\", \"45C11(SPEAR)\", \"45C19(SHIELD)\", \"45C22\", \"45C221\", \"48CC7352(+372)\", \"48CC7525\", \"92B3711\", \"92B37111\", \"92B37112\", \"92B37113\", \"92B37114\", \"92B37115\"]}", |
| "valid_json": true, |
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| "index": 700, |
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| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(T)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(Z)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(Z)\"]}", |
| "valid_json": true, |
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| "hierarchical_f1": 1.0, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 701, |
| "gt_codes": [ |
| "31A231", |
| "31D14", |
| "32B321", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "41A671" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A671\"]}", |
| "valid_json": true, |
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| { |
| "index": 702, |
| "gt_codes": [ |
| "24A6", |
| "25F23(LION)(+15)", |
| "25I12", |
| "25I13", |
| "25I18", |
| "31A233", |
| "31A2511(+931)", |
| "31A25411", |
| "31B6211", |
| "31B62171", |
| "41A641", |
| "41A7221", |
| "43C421", |
| "43C421(+24)", |
| "43C424", |
| "45C15(CROSSBOW)", |
| "51AA51(+4)", |
| "57A612(+4)", |
| "86(NON QUAM CREBRO SED QUAM BENE)" |
| ], |
| "predicted_codes": [ |
| "86(NON QUAM CREBRO SED QUAM BENE)", |
| "41A3911", |
| "25I152", |
| "45C16(CANNON)(+63)", |
| "45D21", |
| "45H3(+0)", |
| "57AA612" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(NON QUAM CREBRO SED QUAM BENE)\", \"41A3911\", \"25I152\", \"45C16(CANNON)(+63)\", \"45D21\", \"45H3(+0)\", \"57AA612\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.4751215559157213, |
| "code_precision": 0.14285714285714285, |
| "code_recall": 0.05263157894736842 |
| }, |
| { |
| "index": 703, |
| "gt_codes": [ |
| "11L54134(+0)", |
| "11Q21", |
| "11Q511", |
| "11QQ7121(CHAPEL)", |
| "26A", |
| "31A25231(+917)", |
| "31AA2541(+916)", |
| "31B6211", |
| "31D14", |
| "41A3281", |
| "41C342", |
| "41D221(HAT)", |
| "86(DIE KLAGE DES GERECHTEN VERMAG SEHR VIEL)", |
| "86(INSTES MODO JOVA JUVABIT)" |
| ], |
| "predicted_codes": [ |
| "11A23", |
| "11Q712", |
| "11Q7562", |
| "22C31", |
| "25I2", |
| "26B", |
| "26E2", |
| "31A247", |
| "31A2512(+931)", |
| "31A2512(+933)", |
| "31A25161", |
| "31D14", |
| "41D221(HAT)", |
| "41D267", |
| "46C2822", |
| "49MM32", |
| "54F12(+0)", |
| "56BB1(+4):56F2(+4)", |
| "73C7454(+0)", |
| "86(JOVA IUVABIT INSITES MODO)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11A23\", \"11Q712\", \"11Q7562\", \"22C31\", \"25I2\", \"26B\", \"26E2\", \"31A247\", \"31A2512(+931)\", \"31A2512(+933)\", \"31A25161\", \"31D14\", \"41D221(HAT)\", \"41D267\", \"46C2822\", \"49MM32\", \"54F12(+0)\", \"56BB1(+4):56F2(+4)\", \"73C7454(+0)\", \"86(JOVA IUVABIT INSITES MODO)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.5774527726995733, |
| "code_precision": 0.1, |
| "code_recall": 0.14285714285714285 |
| }, |
| { |
| "index": 704, |
| "gt_codes": [ |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.8847583643122676, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 1.0 |
| }, |
| { |
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| "25F(+342)", |
| "25F44", |
| "25G11", |
| "25G3(+21)", |
| "25H11", |
| "25H15", |
| "25I3", |
| "26A", |
| "31AA222(+89)", |
| "31AA2352", |
| "31A2512(+933)", |
| "31A2515(+933)", |
| "31AA2627(+53)", |
| "31D15", |
| "41A7211", |
| "41D221(+82)", |
| "41D232(+82)", |
| "41D2339", |
| "41D92", |
| "46C11" |
| ], |
| "predicted_codes": [ |
| "25F31(+5262)", |
| "25G11", |
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| "25H114", |
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| "31AA2352", |
| "31AA247", |
| "31AA2621(+53)", |
| "31AA2726", |
| "31B6212", |
| "31D15", |
| "41C321", |
| "41D2339", |
| "41D27", |
| "41D91", |
| "48CC7321", |
| "48CC7354", |
| "48CC7525", |
| "48CC7525" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F31(+5262)\", \"25G11\", \"25G13\", \"25H114\", \"25I5\", \"26A\", \"31AA2352\", \"31AA247\", \"31AA2621(+53)\", \"31AA2726\", \"31B6212\", \"31D15\", \"41C321\", \"41D2339\", \"41D27\", \"41D91\", \"48CC7321\", \"48CC7354\", \"48CC7525\", \"48CC7525\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
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| "code_recall": 0.25 |
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| { |
| "index": 706, |
| "gt_codes": [ |
| "25F24(DEER)(+621)", |
| "25H114", |
| "43C111241" |
| ], |
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| "25F24(DEER)(+621)", |
| "25H", |
| "34B11", |
| "43C111243" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F24(DEER)(+621)\", \"25H\", \"34B11\", \"43C111243\"]}", |
| "valid_json": true, |
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| "code_precision": 0.25, |
| "code_recall": 0.3333333333333333 |
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| "gt_codes": [ |
| "25A" |
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| "25A" |
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| "generated_text": "{\"iconclass-codes\": [\"25A\"]}", |
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| { |
| "index": 708, |
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| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(C)" |
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| "49L171", |
| "49M413", |
| "49M3", |
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| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(C)\"]}", |
| "valid_json": true, |
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| { |
| "index": 709, |
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| "49L171", |
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| "49M3", |
| "49L12(A)" |
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| "49L171", |
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| "49M3", |
| "49L12(A)" |
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| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(A)\"]}", |
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| { |
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| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3" |
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| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(B)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(B)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
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| "exact_match": false, |
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| "code_precision": 0.75, |
| "code_recall": 1.0 |
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| { |
| "index": 711, |
| "gt_codes": [ |
| "31A2422", |
| "61B(+53)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+53)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "exact_match": true, |
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| { |
| "index": 712, |
| "gt_codes": [ |
| "31A2212", |
| "49G" |
| ], |
| "predicted_codes": [ |
| "25D11", |
| "49E39" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25D11\", \"49E39\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| "hierarchical_f1": 0.19, |
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| { |
| "index": 713, |
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| "25G3(PEAR-TREE)", |
| "25H113", |
| "25I12", |
| "26A", |
| "31E34", |
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| "31000", |
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| "31AA2534", |
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| "31D16(+72)", |
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| "25G3", |
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| "31F0", |
| "31F25", |
| "32B311(GREEKS)", |
| "41D211(+81)" |
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| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H114\", \"25I12\", \"31A(+79)\", \"31A2361\", \"31A2364\", \"31A2512(+933)\", \"31A2515\", \"31A2518\", \"31A2621(+53)\", \"31A2711\", \"31A534\", \"31B6211\", \"31D14(+72)\", \"31D16\", \"31E3\", \"31F0\", \"31F25\", \"32B311(GREEKS)\", \"41D211(+81)\"]}", |
| "valid_json": true, |
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| { |
| "index": 714, |
| "gt_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
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| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
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| "exact_match": true, |
| "hierarchical_f1": 1.0, |
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| { |
| "index": 715, |
| "gt_codes": [ |
| "25H213", |
| "25G3", |
| "46C112" |
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| "25H1", |
| "46C112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H1\", \"46C112\"]}", |
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| "gt_codes": [ |
| "43" |
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| "46A17", |
| "46C1215" |
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| "11M43" |
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| "54F12" |
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| "25I", |
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| "46C223" |
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| "25G41", |
| "59A4(+11)" |
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| "48C24" |
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| "11P31521", |
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| "34B11", |
| "42E3", |
| "48C161", |
| "48C1622" |
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| "11Q713", |
| "25I", |
| "48C7334" |
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| "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"25I\", \"48C7334\"]}", |
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| { |
| "index": 721, |
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| "49L171", |
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| "49L171", |
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| "46C131", |
| "46C24" |
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| "25H11", |
| "46C112:47G52" |
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| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C112:47G52\"]}", |
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| "42B36" |
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| "42B74(1)", |
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| "generated_text": "{\"iconclass-codes\": [\"42B74(1)\", \"31D15(+72)\", \"31D15(+9321)\"]}", |
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| "index": 724, |
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| "48C16", |
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| "48C16", |
| "48A98211", |
| "48A9875" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C16\", \"48A98211\", \"48A9875\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| { |
| "index": 725, |
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| "25A", |
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| "41A2", |
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| "42F51" |
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| "31A25", |
| "41C74(+1)", |
| "46B3311" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A25\", \"41C74(+1)\", \"46B3311\"]}", |
| "valid_json": true, |
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| "49N" |
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| "49N" |
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| "generated_text": "{\"iconclass-codes\": [\"49N\"]}", |
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| "71E1343" |
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| "11K", |
| "73C864" |
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| "25H1123", |
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| "25H119", |
| "46C112" |
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| "33C521", |
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| "48C8312" |
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| "9" |
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| "25F3", |
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| "46C13141" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"41A191\", \"46C13141\"]}", |
| "valid_json": true, |
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| { |
| "index": 731, |
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| "41A541", |
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| "predicted_codes": [ |
| "31A2422", |
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| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
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| "46C223", |
| "48C24" |
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| "41A6" |
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| "generated_text": "{\"iconclass-codes\": [\"41A6\"]}", |
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| "31A5341", |
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| "41A1", |
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| "41A711", |
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| "41C11", |
| "41C12", |
| "41C311", |
| "41C312" |
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| "23R14", |
| "25F72(OYSTER)(+93)", |
| "31A231", |
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| "41A711", |
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| "41A7211", |
| "41A771:25D13(TIN)", |
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| "41B313", |
| "41C12" |
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| "exact_match": false, |
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| "index": 734, |
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| "11F42", |
| "11F6" |
| ], |
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| "11F42" |
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| "gt_codes": [ |
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| "25I12", |
| "31A25112", |
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| "43B16", |
| "46C145(+78)", |
| "86(B\u00c4UME DICH IMMER NOCH SO HOCH AUF, DU BIST DOCH DEM HIMMEL FERN)", |
| "86(MONTES)", |
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| "86(DER WANDERER)", |
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| "31A2711", |
| "54BB3" |
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| "92B11221", |
| "11G1911", |
| "48A98711", |
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| "25F3", |
| "48A9876", |
| "41B32" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"48A9876\", \"41B32\"]}", |
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| "25I241", |
| "31D112", |
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| "45H3", |
| "46C13141", |
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| "47I2223", |
| "48C72", |
| "48C7311" |
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| "25H", |
| "31A61", |
| "41C12", |
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| "46B" |
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| "31D16", |
| "61B(+52)", |
| "61B:31D14" |
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| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
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| "41A773", |
| "48A9832", |
| "49L16" |
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| "12A4231" |
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| "43A42" |
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| "43A42" |
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| "index": 741, |
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| "11Q712", |
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| "25I1" |
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| "25I", |
| "41A12" |
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| "45B", |
| "44G312" |
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| "83(BOCCACCIO, De claris mulieribus)", |
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| "25I9", |
| "48C149", |
| "61D(ITALY)" |
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| "25I9", |
| "46C131" |
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| "44G511", |
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| "44C312", |
| "61B2(LOUBET, \u00c9mile)(+4)", |
| "57AA621" |
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| "57AA621" |
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| "73C863", |
| "47I21111" |
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| "73C8645" |
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| "gt_codes": [ |
| "13A12", |
| "31B3" |
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| "49B24" |
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| "generated_text": "{\"iconclass-codes\": [\"49B24\"]}", |
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| "index": 748, |
| "gt_codes": [ |
| "11D131", |
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| "46A122", |
| "57A62", |
| "96B113" |
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| "11D324", |
| "73D641" |
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| "index": 749, |
| "gt_codes": [ |
| "25G3", |
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| "25I" |
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| "25H114", |
| "25I" |
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| "45B", |
| "45D311", |
| "98" |
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| "31A25", |
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| "45K27", |
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| "45K21", |
| "31E23621" |
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| "11Q712", |
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| "25I2", |
| "46C232" |
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| "11Q712", |
| "25H213" |
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| "31A2421", |
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| "31A24(+1)", |
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| "index": 754, |
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| "31A2211", |
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| "31D15" |
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| "11I62", |
| "31A221(+3)", |
| "49L8" |
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| "index": 755, |
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| "41D267", |
| "42B", |
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| "86(LIBRA PARES PARIBUS NUMMIS APPENDET AMORI)", |
| "86(TRUTINA NUPTURIENTIUM)", |
| "92D1", |
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| "86(AMORIS AESTIMATIO)", |
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| "index": 756, |
| "gt_codes": [ |
| "85(RANA E BUE)", |
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| "46C13142(+0)", |
| "57AA91", |
| "85(TAVOLA DI ESOPPO)" |
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| "generated_text": "{\"iconclass-codes\": [\"46C13142(+0)\", \"57AA91\", \"85(TAVOLA DI ESOPPO)\"]}", |
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| { |
| "index": 757, |
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| "31A2422", |
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| "31A24(+1)", |
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| "index": 758, |
| "gt_codes": [ |
| "44B1212", |
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| "44B19" |
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| "11I62(DAVID)" |
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| { |
| "index": 759, |
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| "46A12", |
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| "61B2(FREDERIK HENDRIK)", |
| "92D1916" |
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| "48C24", |
| "92D1916" |
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| }, |
| { |
| "index": 760, |
| "gt_codes": [ |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", |
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| { |
| "index": 761, |
| "gt_codes": [ |
| "43A3:25I2", |
| "83(ANON., Een cluyte van Plaeyerwater)" |
| ], |
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| "23D41", |
| "25I2", |
| "46A14" |
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| "generated_text": "{\"iconclass-codes\": [\"23D41\", \"25I2\", \"46A14\"]}", |
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| { |
| "index": 762, |
| "gt_codes": [ |
| "25G21(APPLE)", |
| "25G21(PRUNE)", |
| "41C653(APPLE)", |
| "41C653(PRUNE)", |
| "41D28", |
| "47I4223", |
| "9", |
| "96A18211" |
| ], |
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| "25G21(APPLE)", |
| "31D14", |
| "31D15", |
| "41C653(APPLE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G21(APPLE)\", \"31D14\", \"31D15\", \"41C653(APPLE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
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| "hierarchical_f1": 0.5332555425904317, |
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| { |
| "index": 763, |
| "gt_codes": [ |
| "25I9", |
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| "31A2536(+931)", |
| "31A5339", |
| "31B623591(+0)", |
| "31D14", |
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| "86(POLITICUS)" |
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| "45C22", |
| "45K141", |
| "57AA6121(+0)", |
| "86(CUJUS POETIT)" |
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| "31A2518", |
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| "31A231" |
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| "0:49D3" |
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| "49M3" |
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| { |
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| "49M13", |
| "49M3" |
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| "49M13", |
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| "31A2422", |
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| "31A2422", |
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| "31A2421", |
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| "46A122", |
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| "11P44331" |
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| "43B31" |
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| { |
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| "gt_codes": [ |
| "11H(SEVERINUS)", |
| "11Q713", |
| "11Q714113", |
| "49G231" |
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| "11H(SEVERINUS)6" |
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| "71F314" |
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| "41E2", |
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| "41A721" |
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| "41A671" |
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| "41A773" |
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| "57BB22", |
| "54AA21", |
| "46A85", |
| "33B31(+0)" |
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| "52AA5" |
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| "48C24", |
| "92L41", |
| "92L1913", |
| "31A27331", |
| "92L17911" |
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| "92D1916", |
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| "35" |
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| "92D1916" |
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| "25G41(ROSE)", |
| "31D112", |
| "92D1916" |
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| "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"31D112\", \"92D1916\"]}", |
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| "86(ALTERIUS ALTERA POSCIT OPEM)", |
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| "86(QUID PRODEST?)", |
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| "49D22" |
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| "49D22" |
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| "31A24(+1)", |
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| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\"]}", |
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| { |
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| "31D14", |
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| "46B41" |
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| "31D14", |
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| "41A7751" |
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| "45K" |
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| "25F3", |
| "48A9876" |
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| } |
| ] |
| } |
