Upload folder using huggingface_hub
Browse files- results/adftd_results.csv +8 -0
- results/adftd_summary.json +180 -0
- results/claim1_audit.json +166 -0
- results/claim2_theorem31.csv +91 -0
- results/claim3_pretrain_dynamics.csv +101 -0
- results/sweep_results.csv +13 -0
- results/sweep_summary.json +222 -0
- results/table1_rank_audit.json +97 -0
- results/theorem31_audit.json +43 -0
results/adftd_results.csv
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config,label,n_seeds,acc,acc_sd,f1,f1_sd,auroc,auroc_sd,paper_acc,paper_f1,paper_auroc,sec_per_seed,params
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| 2 |
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tsfp_scratch,TS-Fingerprint · Scratch,3,46.903,1.433,43.676,0.101,63.920,0.633,48.83,45.8,65.29,111,2291355
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| 3 |
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tsfp_rec,TS-Fingerprint · Pre-trained (L_rec),3,47.433,1.983,43.222,2.237,63.057,2.598,53.51,50.48,70.21,1818,2291355
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| 4 |
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tsfp_rec_div,TS-Fingerprint · Pre-trained (L_rec + L_div),3,48.612,0.646,44.268,1.392,63.982,1.043,53.91,51.79,72.11,1901,2291355
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| 5 |
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timae_scratch,Ti-MAE · Scratch,3,50.867,0.428,45.723,1.744,66.952,1.647,50.27,45.88,None,196,1757467
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| 6 |
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timae_pretrain,Ti-MAE · Pre-trained,3,51.440,1.056,48.026,0.795,68.608,0.863,50.48,45.44,None,939,1757467
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| 7 |
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simmtm_scratch,SimMTM · Scratch,3,50.840,1.199,46.436,1.451,68.246,2.116,51.98,43.66,None,239,1724827
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| 8 |
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simmtm_pretrain,SimMTM · Pre-trained,2,51.594,1.328,45.419,0.472,66.954,0.774,52.92,45.59,None,1681,1724827
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results/adftd_summary.json
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{
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| 2 |
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"rows": [
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{
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| 4 |
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"config": "tsfp_scratch",
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| 5 |
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"label": "TS-Fingerprint \u00b7 Scratch",
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| 6 |
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"acc": 46.902876388130345,
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| 7 |
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"acc_sd": 1.4328876901889862,
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| 8 |
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"f1": 43.67557696149921,
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| 9 |
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"f1_sd": 0.10091598998552632,
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"auroc": 63.92026058140018,
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| 11 |
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"auroc_sd": 0.6333016175593597,
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| 12 |
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"paper_acc": 48.83,
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| 13 |
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"paper_f1": 45.8,
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| 14 |
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"paper_auroc": 65.29,
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| 15 |
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"n_seeds": 3,
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| 16 |
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"sec_per_seed": 111.18432490030925,
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| 17 |
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"params": 2291355
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},
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| 19 |
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{
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"config": "tsfp_rec",
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"label": "TS-Fingerprint \u00b7 Pre-trained (L_rec)",
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| 22 |
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"acc": 47.43309666848717,
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| 23 |
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"acc_sd": 1.9826702124431916,
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| 24 |
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"f1": 43.22240845605449,
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| 25 |
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"f1_sd": 2.2369831881138147,
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| 26 |
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"auroc": 63.05685322351525,
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| 27 |
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"auroc_sd": 2.5975299392274254,
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| 28 |
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"paper_acc": 53.51,
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| 29 |
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"paper_f1": 50.48,
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| 30 |
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"paper_auroc": 70.21,
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| 31 |
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"n_seeds": 3,
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| 32 |
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"sec_per_seed": 1818.4855399131775,
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| 33 |
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"params": 2291355
|
| 34 |
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},
|
| 35 |
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{
|
| 36 |
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"config": "tsfp_rec_div",
|
| 37 |
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"label": "TS-Fingerprint \u00b7 Pre-trained (L_rec + L_div)",
|
| 38 |
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"acc": 48.611869652284724,
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| 39 |
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"acc_sd": 0.6459805398087095,
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| 40 |
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"f1": 44.267873636807415,
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| 41 |
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"f1_sd": 1.3920798473448048,
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"auroc": 63.982432712268974,
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| 43 |
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"auroc_sd": 1.0428416047973468,
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| 44 |
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"paper_acc": 53.91,
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| 45 |
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"paper_f1": 51.79,
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| 46 |
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"paper_auroc": 72.11,
|
| 47 |
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"n_seeds": 3,
|
| 48 |
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"sec_per_seed": 1901.299681742986,
|
| 49 |
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"params": 2291355
|
| 50 |
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},
|
| 51 |
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{
|
| 52 |
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"config": "timae_scratch",
|
| 53 |
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"label": "Ti-MAE \u00b7 Scratch",
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| 54 |
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"acc": 50.86701256144184,
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| 55 |
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"acc_sd": 0.42775669573512964,
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"f1": 45.72294477853583,
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"f1_sd": 1.743512736073884,
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"auroc": 66.95152429200117,
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"auroc_sd": 1.6467709458084296,
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"paper_acc": 50.27,
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| 61 |
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"paper_f1": 45.88,
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"paper_auroc": null,
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| 63 |
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"n_seeds": 3,
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| 64 |
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"sec_per_seed": 195.6059282620748,
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| 65 |
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"params": 1757467
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| 66 |
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},
|
| 67 |
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{
|
| 68 |
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"config": "timae_pretrain",
|
| 69 |
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"label": "Ti-MAE \u00b7 Pre-trained",
|
| 70 |
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"acc": 51.4404696886947,
|
| 71 |
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"acc_sd": 1.0559089309338627,
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| 72 |
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"f1": 48.025946935339896,
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"f1_sd": 0.7953119168832719,
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| 74 |
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"auroc": 68.60833730430637,
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| 75 |
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"auroc_sd": 0.8633209679158568,
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| 76 |
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"paper_acc": 50.48,
|
| 77 |
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"paper_f1": 45.44,
|
| 78 |
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"paper_auroc": null,
|
| 79 |
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"n_seeds": 3,
|
| 80 |
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"sec_per_seed": 939.2966232299805,
|
| 81 |
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"params": 1757467
|
| 82 |
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},
|
| 83 |
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{
|
| 84 |
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"config": "simmtm_scratch",
|
| 85 |
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"label": "SimMTM \u00b7 Scratch",
|
| 86 |
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"acc": 50.839705079191695,
|
| 87 |
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"acc_sd": 1.1987461147457648,
|
| 88 |
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"f1": 46.4357871923211,
|
| 89 |
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"f1_sd": 1.450700905411474,
|
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"auroc": 68.24579496500643,
|
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"auroc_sd": 2.1156886775765327,
|
| 92 |
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"paper_acc": 51.98,
|
| 93 |
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"paper_f1": 43.66,
|
| 94 |
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"paper_auroc": null,
|
| 95 |
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"n_seeds": 3,
|
| 96 |
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"sec_per_seed": 239.06634585062662,
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| 97 |
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"params": 1724827
|
| 98 |
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},
|
| 99 |
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{
|
| 100 |
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"config": "simmtm_pretrain",
|
| 101 |
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"label": "SimMTM \u00b7 Pre-trained",
|
| 102 |
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"acc": 51.59407427635172,
|
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"acc_sd": 1.3278263244128823,
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"f1": 45.419384825362656,
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|
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|
| 111 |
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"n_seeds": 2,
|
| 112 |
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"sec_per_seed": 1680.5461657047272,
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| 113 |
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"params": 1724827
|
| 114 |
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}
|
| 115 |
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],
|
| 116 |
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"promotions": {
|
| 117 |
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"TS-Fingerprint": {
|
| 118 |
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"f1": {
|
| 119 |
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"scratch": 43.67557696149921,
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| 120 |
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"pretrained": 44.267873636807415,
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"abs": 0.5922966753082051,
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"rel_pct": 1.3561278785860689
|
| 123 |
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},
|
| 124 |
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"accuracy": {
|
| 125 |
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"scratch": 46.902876388130345,
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| 126 |
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"pretrained": 48.611869652284724,
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| 127 |
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"abs": 1.7089932641543797,
|
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"rel_pct": 3.643685410703026
|
| 129 |
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}
|
| 130 |
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},
|
| 131 |
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"Ti-MAE": {
|
| 132 |
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"f1": {
|
| 133 |
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"scratch": 45.72294477853583,
|
| 134 |
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"pretrained": 48.025946935339896,
|
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"abs": 2.3030021568040624,
|
| 136 |
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"rel_pct": 5.036863150348057
|
| 137 |
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},
|
| 138 |
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"accuracy": {
|
| 139 |
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"scratch": 50.86701256144184,
|
| 140 |
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"pretrained": 51.4404696886947,
|
| 141 |
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"abs": 0.5734571272528584,
|
| 142 |
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"rel_pct": 1.1273654543014184
|
| 143 |
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}
|
| 144 |
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},
|
| 145 |
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"SimMTM": {
|
| 146 |
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"f1": {
|
| 147 |
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"scratch": 46.4357871923211,
|
| 148 |
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"pretrained": 45.419384825362656,
|
| 149 |
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"abs": -1.0164023669584452,
|
| 150 |
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"rel_pct": -2.1888341480006686
|
| 151 |
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},
|
| 152 |
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"accuracy": {
|
| 153 |
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"scratch": 50.839705079191695,
|
| 154 |
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"pretrained": 51.59407427635172,
|
| 155 |
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"abs": 0.7543691971600239,
|
| 156 |
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"rel_pct": 1.483818987511754
|
| 157 |
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}
|
| 158 |
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}
|
| 159 |
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},
|
| 160 |
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"div_effect": {
|
| 161 |
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"scratch": 43.22240845605449,
|
| 162 |
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"pretrained": 44.267873636807415,
|
| 163 |
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"abs": 1.0454651807529274,
|
| 164 |
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"rel_pct": 2.418803620848392
|
| 165 |
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},
|
| 166 |
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"paired_div_test": {
|
| 167 |
+
"seeds": [
|
| 168 |
+
41,
|
| 169 |
+
42,
|
| 170 |
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43
|
| 171 |
+
],
|
| 172 |
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"per_seed_delta_f1": [
|
| 173 |
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0.9609414111714543,
|
| 174 |
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-0.9225661747845066,
|
| 175 |
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3.0980203058718274
|
| 176 |
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],
|
| 177 |
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"mean_delta": 1.045465180752925,
|
| 178 |
+
"n_positive": 2
|
| 179 |
+
}
|
| 180 |
+
}
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results/claim1_audit.json
ADDED
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| 1 |
+
{
|
| 2 |
+
"shape_invariance": {
|
| 3 |
+
"64": {
|
| 4 |
+
"n_patches": 8,
|
| 5 |
+
"F_shape": [
|
| 6 |
+
3,
|
| 7 |
+
8,
|
| 8 |
+
128
|
| 9 |
+
]
|
| 10 |
+
},
|
| 11 |
+
"128": {
|
| 12 |
+
"n_patches": 16,
|
| 13 |
+
"F_shape": [
|
| 14 |
+
3,
|
| 15 |
+
8,
|
| 16 |
+
128
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"256": {
|
| 20 |
+
"n_patches": 32,
|
| 21 |
+
"F_shape": [
|
| 22 |
+
3,
|
| 23 |
+
8,
|
| 24 |
+
128
|
| 25 |
+
]
|
| 26 |
+
},
|
| 27 |
+
"512": {
|
| 28 |
+
"n_patches": 64,
|
| 29 |
+
"F_shape": [
|
| 30 |
+
3,
|
| 31 |
+
8,
|
| 32 |
+
128
|
| 33 |
+
]
|
| 34 |
+
},
|
| 35 |
+
"1024": {
|
| 36 |
+
"n_patches": 128,
|
| 37 |
+
"F_shape": [
|
| 38 |
+
3,
|
| 39 |
+
8,
|
| 40 |
+
128
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"2048": {
|
| 44 |
+
"n_patches": 256,
|
| 45 |
+
"F_shape": [
|
| 46 |
+
3,
|
| 47 |
+
8,
|
| 48 |
+
128
|
| 49 |
+
]
|
| 50 |
+
},
|
| 51 |
+
"4096": {
|
| 52 |
+
"n_patches": 512,
|
| 53 |
+
"F_shape": [
|
| 54 |
+
3,
|
| 55 |
+
8,
|
| 56 |
+
128
|
| 57 |
+
]
|
| 58 |
+
},
|
| 59 |
+
"8192": {
|
| 60 |
+
"n_patches": 1024,
|
| 61 |
+
"F_shape": [
|
| 62 |
+
3,
|
| 63 |
+
8,
|
| 64 |
+
128
|
| 65 |
+
]
|
| 66 |
+
}
|
| 67 |
+
},
|
| 68 |
+
"all_outputs_are_k_by_d": true,
|
| 69 |
+
"Q_shape": [
|
| 70 |
+
8,
|
| 71 |
+
128
|
| 72 |
+
],
|
| 73 |
+
"Q_is_parameter": true,
|
| 74 |
+
"Q_requires_grad": true,
|
| 75 |
+
"Q_grad_norm_after_backward": 0.2682032883167267,
|
| 76 |
+
"Q_receives_gradient": true,
|
| 77 |
+
"encoder_params_excluding_pos_embed": 1609856,
|
| 78 |
+
"compression_per_dataset": {
|
| 79 |
+
"ADFTD": {
|
| 80 |
+
"T": 256,
|
| 81 |
+
"C": 19,
|
| 82 |
+
"patch": 8,
|
| 83 |
+
"n_patches": 32,
|
| 84 |
+
"k": 8,
|
| 85 |
+
"k_over_T": 0.03125,
|
| 86 |
+
"k_over_n_patches": 0.25,
|
| 87 |
+
"k_much_less_than_T": true
|
| 88 |
+
},
|
| 89 |
+
"PTB": {
|
| 90 |
+
"T": 300,
|
| 91 |
+
"C": 15,
|
| 92 |
+
"patch": 10,
|
| 93 |
+
"n_patches": 30,
|
| 94 |
+
"k": 8,
|
| 95 |
+
"k_over_T": 0.02667,
|
| 96 |
+
"k_over_n_patches": 0.2667,
|
| 97 |
+
"k_much_less_than_T": true
|
| 98 |
+
},
|
| 99 |
+
"PTB-XL": {
|
| 100 |
+
"T": 250,
|
| 101 |
+
"C": 12,
|
| 102 |
+
"patch": 10,
|
| 103 |
+
"n_patches": 25,
|
| 104 |
+
"k": 8,
|
| 105 |
+
"k_over_T": 0.032,
|
| 106 |
+
"k_over_n_patches": 0.32,
|
| 107 |
+
"k_much_less_than_T": true
|
| 108 |
+
},
|
| 109 |
+
"APAVA": {
|
| 110 |
+
"T": 256,
|
| 111 |
+
"C": 16,
|
| 112 |
+
"patch": 8,
|
| 113 |
+
"n_patches": 32,
|
| 114 |
+
"k": 8,
|
| 115 |
+
"k_over_T": 0.03125,
|
| 116 |
+
"k_over_n_patches": 0.25,
|
| 117 |
+
"k_much_less_than_T": true
|
| 118 |
+
},
|
| 119 |
+
"FLAAP": {
|
| 120 |
+
"T": 100,
|
| 121 |
+
"C": 6,
|
| 122 |
+
"patch": 10,
|
| 123 |
+
"n_patches": 10,
|
| 124 |
+
"k": 8,
|
| 125 |
+
"k_over_T": 0.08,
|
| 126 |
+
"k_over_n_patches": 0.8,
|
| 127 |
+
"k_much_less_than_T": true
|
| 128 |
+
},
|
| 129 |
+
"UCIHAR": {
|
| 130 |
+
"T": 128,
|
| 131 |
+
"C": 9,
|
| 132 |
+
"patch": 32,
|
| 133 |
+
"n_patches": 4,
|
| 134 |
+
"k": 8,
|
| 135 |
+
"k_over_T": 0.0625,
|
| 136 |
+
"k_over_n_patches": 2.0,
|
| 137 |
+
"k_much_less_than_T": true
|
| 138 |
+
},
|
| 139 |
+
"Sleep-EDF": {
|
| 140 |
+
"T": 3000,
|
| 141 |
+
"C": 1,
|
| 142 |
+
"patch": 60,
|
| 143 |
+
"n_patches": 50,
|
| 144 |
+
"k": 8,
|
| 145 |
+
"k_over_T": 0.00267,
|
| 146 |
+
"k_over_n_patches": 0.16,
|
| 147 |
+
"k_much_less_than_T": true
|
| 148 |
+
}
|
| 149 |
+
},
|
| 150 |
+
"k_ll_T_on_all_datasets": true,
|
| 151 |
+
"compression_factor_TxC_to_kxd": {
|
| 152 |
+
"ADFTD": 4.75,
|
| 153 |
+
"PTB": 4.395,
|
| 154 |
+
"PTB-XL": 2.93,
|
| 155 |
+
"APAVA": 4.0,
|
| 156 |
+
"FLAAP": 0.586,
|
| 157 |
+
"UCIHAR": 1.125,
|
| 158 |
+
"Sleep-EDF": 2.93
|
| 159 |
+
},
|
| 160 |
+
"decoder_conditioned_solely_on_F": {
|
| 161 |
+
"delta_recon_when_F_changes": 1.7867159843444824,
|
| 162 |
+
"delta_recon_when_F_held_fixed": 0.0,
|
| 163 |
+
"strict_chain_X_to_F_to_Xhat": true
|
| 164 |
+
},
|
| 165 |
+
"decoder_forward_signature": "(f, n_patches)"
|
| 166 |
+
}
|
results/claim2_theorem31.csv
ADDED
|
@@ -0,0 +1,91 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
panel,x,y,series
|
| 2 |
+
B_ldiv_vs_tc,0.082652,-16.618521,ldiv
|
| 3 |
+
B_ldiv_vs_tc,0.098001,-16.606430,ldiv
|
| 4 |
+
B_ldiv_vs_tc,0.168294,-16.544101,ldiv
|
| 5 |
+
B_ldiv_vs_tc,0.181138,-16.528208,ldiv
|
| 6 |
+
B_ldiv_vs_tc,0.147713,-16.551459,ldiv
|
| 7 |
+
B_ldiv_vs_tc,0.194504,-16.514226,ldiv
|
| 8 |
+
B_ldiv_vs_tc,0.278751,-16.428987,ldiv
|
| 9 |
+
B_ldiv_vs_tc,0.365409,-16.344070,ldiv
|
| 10 |
+
B_ldiv_vs_tc,0.586267,-16.137898,ldiv
|
| 11 |
+
B_ldiv_vs_tc,0.488459,-16.219581,ldiv
|
| 12 |
+
B_ldiv_vs_tc,0.639408,-16.075354,ldiv
|
| 13 |
+
B_ldiv_vs_tc,0.637430,-16.081045,ldiv
|
| 14 |
+
B_ldiv_vs_tc,0.604972,-16.126196,ldiv
|
| 15 |
+
B_ldiv_vs_tc,0.933942,-15.808461,ldiv
|
| 16 |
+
B_ldiv_vs_tc,1.053886,-15.687612,ldiv
|
| 17 |
+
B_ldiv_vs_tc,1.077782,-15.639639,ldiv
|
| 18 |
+
B_ldiv_vs_tc,1.181892,-15.561662,ldiv
|
| 19 |
+
B_ldiv_vs_tc,1.476782,-15.288611,ldiv
|
| 20 |
+
B_ldiv_vs_tc,1.358085,-15.375262,ldiv
|
| 21 |
+
B_ldiv_vs_tc,1.528361,-15.215514,ldiv
|
| 22 |
+
B_ldiv_vs_tc,1.480698,-15.257758,ldiv
|
| 23 |
+
B_ldiv_vs_tc,1.666889,-15.082936,ldiv
|
| 24 |
+
B_ldiv_vs_tc,1.325286,-15.413176,ldiv
|
| 25 |
+
B_ldiv_vs_tc,2.240838,-14.543861,ldiv
|
| 26 |
+
B_ldiv_vs_tc,2.737701,-14.053432,ldiv
|
| 27 |
+
B_ldiv_vs_tc,2.691237,-14.108896,ldiv
|
| 28 |
+
B_ldiv_vs_tc,2.693020,-14.118219,ldiv
|
| 29 |
+
B_ldiv_vs_tc,2.511961,-14.131011,ldiv
|
| 30 |
+
B_ldiv_vs_tc,2.871024,-13.922792,ldiv
|
| 31 |
+
B_ldiv_vs_tc,3.880927,-12.983786,ldiv
|
| 32 |
+
B_ldiv_vs_tc,3.199178,-13.618010,ldiv
|
| 33 |
+
B_ldiv_vs_tc,3.763383,-13.027496,ldiv
|
| 34 |
+
B_ldiv_vs_tc,4.720335,-12.225903,ldiv
|
| 35 |
+
B_ldiv_vs_tc,5.596138,-11.411905,ldiv
|
| 36 |
+
B_ldiv_vs_tc,5.344320,-11.630132,ldiv
|
| 37 |
+
B_ldiv_vs_tc,5.574939,-11.457412,ldiv
|
| 38 |
+
B_ldiv_vs_tc,6.288176,-10.781633,ldiv
|
| 39 |
+
B_ldiv_vs_tc,7.305881,-9.890131,ldiv
|
| 40 |
+
B_ldiv_vs_tc,7.976777,-9.350065,ldiv
|
| 41 |
+
B_ldiv_vs_tc,9.921958,-7.831562,ldiv
|
| 42 |
+
A_residual,0.002497,-2.664535e-15,gaussian
|
| 43 |
+
A_residual,0.002497,-2.689522e+00,laplace_control
|
| 44 |
+
A_residual,0.017313,-2.664535e-15,gaussian
|
| 45 |
+
A_residual,0.017313,-2.091319e+00,laplace_control
|
| 46 |
+
A_residual,0.045218,-2.664535e-15,gaussian
|
| 47 |
+
A_residual,0.045218,-1.550324e+00,laplace_control
|
| 48 |
+
A_residual,0.086263,-2.664535e-15,gaussian
|
| 49 |
+
A_residual,0.086263,-1.050961e+00,laplace_control
|
| 50 |
+
A_residual,0.140230,-8.881784e-16,gaussian
|
| 51 |
+
A_residual,0.140230,-6.040263e-01,laplace_control
|
| 52 |
+
A_residual,0.208817,-1.776357e-15,gaussian
|
| 53 |
+
A_residual,0.208817,-1.956925e-01,laplace_control
|
| 54 |
+
A_residual,0.289122,-1.776357e-15,gaussian
|
| 55 |
+
A_residual,0.289122,1.478341e-01,laplace_control
|
| 56 |
+
A_residual,0.381534,-1.776357e-15,gaussian
|
| 57 |
+
A_residual,0.381534,4.522953e-01,laplace_control
|
| 58 |
+
A_residual,0.484496,-1.776357e-15,gaussian
|
| 59 |
+
A_residual,0.484496,7.011592e-01,laplace_control
|
| 60 |
+
A_residual,0.610719,-1.776357e-15,gaussian
|
| 61 |
+
A_residual,0.610719,9.182336e-01,laplace_control
|
| 62 |
+
A_residual,0.741416,-8.881784e-16,gaussian
|
| 63 |
+
A_residual,0.741416,1.074034e+00,laplace_control
|
| 64 |
+
A_residual,0.890315,1.776357e-15,gaussian
|
| 65 |
+
A_residual,0.890315,1.186429e+00,laplace_control
|
| 66 |
+
A_residual,1.051111,-1.776357e-15,gaussian
|
| 67 |
+
A_residual,1.051111,1.247146e+00,laplace_control
|
| 68 |
+
A_residual,1.224625,1.776357e-15,gaussian
|
| 69 |
+
A_residual,1.224625,1.270831e+00,laplace_control
|
| 70 |
+
A_residual,1.411997,1.776357e-15,gaussian
|
| 71 |
+
A_residual,1.411997,1.242254e+00,laplace_control
|
| 72 |
+
A_residual,1.606132,1.776357e-15,gaussian
|
| 73 |
+
A_residual,1.606132,1.161086e+00,laplace_control
|
| 74 |
+
A_residual,1.820862,0.000000e+00,gaussian
|
| 75 |
+
A_residual,1.820862,1.034323e+00,laplace_control
|
| 76 |
+
A_residual,2.044910,1.776357e-15,gaussian
|
| 77 |
+
A_residual,2.044910,8.408087e-01,laplace_control
|
| 78 |
+
A_residual,2.276912,3.552714e-15,gaussian
|
| 79 |
+
A_residual,2.276912,6.319278e-01,laplace_control
|
| 80 |
+
A_residual,2.548340,1.776357e-15,gaussian
|
| 81 |
+
A_residual,2.548340,3.313134e-01,laplace_control
|
| 82 |
+
A_residual,2.812235,3.552714e-15,gaussian
|
| 83 |
+
A_residual,2.812235,1.394456e-02,laplace_control
|
| 84 |
+
A_residual,3.084210,0.000000e+00,gaussian
|
| 85 |
+
A_residual,3.084210,-3.529019e-01,laplace_control
|
| 86 |
+
A_residual,3.363461,7.105427e-15,gaussian
|
| 87 |
+
A_residual,3.363461,-7.658129e-01,laplace_control
|
| 88 |
+
A_residual,3.679428,3.552714e-15,gaussian
|
| 89 |
+
A_residual,3.679428,-1.235376e+00,laplace_control
|
| 90 |
+
A_residual,3.982491,3.552714e-15,gaussian
|
| 91 |
+
A_residual,3.982491,-1.717683e+00,laplace_control
|
results/claim3_pretrain_dynamics.csv
ADDED
|
@@ -0,0 +1,101 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,l_rec_reconly,l_rec_recdiv,l_div_recdiv
|
| 2 |
+
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| 71 |
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| 88 |
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| 89 |
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| 100 |
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| 101 |
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results/sweep_results.csv
ADDED
|
@@ -0,0 +1,13 @@
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| 1 |
+
k,mask_ratio,n_seeds,f1,f1_sd,acc,acc_sd,auroc,paper_f1,paper_acc,sec
|
| 2 |
+
6,0.5,1,54.377,0.000,68.031,0.000,85.662,54.81,70.19,352
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| 3 |
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6,0.6,1,55.829,0.000,68.379,0.000,86.102,56.68,70.71,351
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| 4 |
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6,0.7,1,55.202,0.000,68.135,0.000,85.919,55.41,70.63,355
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6,0.8,1,55.896,0.000,68.008,0.000,85.713,54.32,69.77,354
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| 6 |
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| 7 |
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8,0.7,1,54.805,0.000,67.324,0.000,85.577,62.1,73.86,415
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8,0.8,1,54.961,0.000,66.616,0.000,85.132,59.19,72.35,429
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| 10 |
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10,0.5,1,54.775,0.000,66.292,0.000,85.175,51.76,67.36,455
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| 11 |
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10,0.6,1,54.388,0.000,68.089,0.000,85.272,50.7,66.41,389
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10,0.7,1,55.687,0.000,68.564,0.000,85.978,56.33,71.07,472
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| 13 |
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10,0.8,1,56.011,0.000,67.706,0.000,85.334,55.7,70.42,459
|
results/sweep_summary.json
ADDED
|
@@ -0,0 +1,222 @@
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results/table1_rank_audit.json
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results/theorem31_audit.json
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