Add consolidated benchmark results for 30k/100k/300k/2m models
Browse files
consolidated_benchmark_results.json
ADDED
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| 1 |
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{
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| 2 |
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"30k": {
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| 3 |
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"gvrh": {
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| 4 |
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"mean_mae": 0.11628842436608236,
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| 5 |
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"std_mae": 0.0036118913814851177,
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| 6 |
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"mean_rmse": 0.16324429295596476,
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| 7 |
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"std_rmse": 0.004185589877852688,
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| 8 |
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"per_fold": {
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| 9 |
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"fold_0": {
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| 10 |
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"mae": 0.1131527863382165,
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| 11 |
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"rmse": 0.1582742170967559
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| 12 |
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},
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| 13 |
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"fold_1": {
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| 14 |
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"mae": 0.11176526603961458,
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| 15 |
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"rmse": 0.16218833810907785
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| 16 |
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},
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| 17 |
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"fold_2": {
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| 18 |
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"mae": 0.11998107095939207,
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| 19 |
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"rmse": 0.1650702606734787
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},
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| 21 |
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"fold_3": {
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"mae": 0.11567951170383656,
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| 23 |
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"rmse": 0.16036312500717315
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},
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| 25 |
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"fold_4": {
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"mae": 0.120863486789352,
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| 27 |
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"rmse": 0.17032552389333805
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| 28 |
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}
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| 29 |
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}
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| 30 |
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},
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| 31 |
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"kvrh": {
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| 32 |
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"mean_mae": 0.10128689429798823,
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| 33 |
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"std_mae": 0.005331305546136113,
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| 34 |
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"mean_rmse": 0.1548798728737975,
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| 35 |
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"std_rmse": 0.006486369853044388,
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| 36 |
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"per_fold": {
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| 37 |
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"fold_0": {
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| 38 |
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"mae": 0.10305038365793788,
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| 39 |
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"rmse": 0.15252129304701695
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| 40 |
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},
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| 41 |
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"fold_1": {
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| 42 |
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"mae": 0.09651893177353904,
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| 43 |
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"rmse": 0.15808089138029058
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| 44 |
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},
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| 45 |
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"fold_2": {
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| 46 |
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"mae": 0.0968063063608882,
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| 47 |
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"rmse": 0.14626440679873132
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| 48 |
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},
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| 49 |
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"fold_3": {
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| 50 |
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"mae": 0.11086817448653902,
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| 51 |
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"rmse": 0.1654790357481829
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| 52 |
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},
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| 53 |
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"fold_4": {
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| 54 |
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"mae": 0.09919067521103697,
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| 55 |
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"rmse": 0.15205373739476577
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| 56 |
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}
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| 57 |
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}
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| 58 |
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},
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| 59 |
+
"perovskites": {
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| 60 |
+
"mean_mae": 0.11763689316632579,
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| 61 |
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"std_mae": 0.0049921821628803155,
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| 62 |
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"mean_rmse": 0.15711472413970481,
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| 63 |
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"std_rmse": 0.006627042153732736,
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| 64 |
+
"per_fold": {
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| 65 |
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"fold_0": {
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| 66 |
+
"mae": 0.11605557768339486,
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| 67 |
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"rmse": 0.1557789173209306
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| 68 |
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},
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| 69 |
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"fold_1": {
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| 70 |
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"mae": 0.11678710006594625,
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| 71 |
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"rmse": 0.15610200672018124
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| 72 |
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},
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| 73 |
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"fold_2": {
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| 74 |
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"mae": 0.11326371238023542,
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| 75 |
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"rmse": 0.15084525688304554
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| 76 |
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},
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| 77 |
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"fold_3": {
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| 78 |
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"mae": 0.11474964918169626,
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| 79 |
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"rmse": 0.15304704531662836
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| 80 |
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},
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| 81 |
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"fold_4": {
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| 82 |
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"mae": 0.12732842652035614,
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| 83 |
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"rmse": 0.16980039445773829
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| 84 |
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}
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| 85 |
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}
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| 86 |
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}
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| 87 |
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},
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| 88 |
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"100k": {
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| 89 |
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"gvrh": {
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| 90 |
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"mean_mae": 0.11153309643268586,
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| 91 |
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"std_mae": 0.0033271112903700993,
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| 92 |
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"mean_rmse": 0.15779054978442625,
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| 93 |
+
"std_rmse": 0.002611521223441512
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| 94 |
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},
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| 95 |
+
"kvrh": {
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| 96 |
+
"mean_mae": 0.09827308654785157,
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| 97 |
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"std_mae": 0.005435889028814312,
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| 98 |
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"mean_rmse": 0.1505327208319135,
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| 99 |
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"std_rmse": 0.008885996123216973
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| 100 |
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},
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| 101 |
+
"perovskites": {
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| 102 |
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"mean_mae": 0.11073412746191025,
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| 103 |
+
"std_mae": 0.005517605353047962,
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| 104 |
+
"mean_rmse": 0.14766892373723223,
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| 105 |
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"std_rmse": 0.007279332265777759
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| 106 |
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}
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| 107 |
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},
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| 108 |
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"300k": {
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| 109 |
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"gvrh": {
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| 110 |
+
"mean_mae": 0.10895798206329346,
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| 111 |
+
"std_mae": 0.0031515838773792343,
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| 112 |
+
"mean_rmse": 0.15581570814895432,
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| 113 |
+
"std_rmse": 0.0040493555837234855
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| 114 |
+
},
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| 115 |
+
"kvrh": {
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| 116 |
+
"mean_mae": 0.09172228425741195,
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| 117 |
+
"std_mae": 0.005661597226461632,
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| 118 |
+
"mean_rmse": 0.14356604056502864,
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| 119 |
+
"std_rmse": 0.008704473736919245
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| 120 |
+
},
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| 121 |
+
"perovskites": {
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| 122 |
+
"mean_mae": 0.09529446810483932,
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| 123 |
+
"std_mae": 0.003747821781240774,
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| 124 |
+
"mean_rmse": 0.1275087176671889,
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| 125 |
+
"std_rmse": 0.00545710775465856
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| 126 |
+
}
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| 127 |
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},
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| 128 |
+
"2m": {
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| 129 |
+
"gvrh": {
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| 130 |
+
"mean_mae": 0.10703402906656265,
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| 131 |
+
"std_mae": 0.00405126154539301,
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| 132 |
+
"mean_rmse": 0.15267192334012555,
|
| 133 |
+
"std_rmse": 0.005109063470267771
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| 134 |
+
},
|
| 135 |
+
"kvrh": {
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| 136 |
+
"mean_mae": 0.09240304529666901,
|
| 137 |
+
"std_mae": 0.007401936145570736,
|
| 138 |
+
"mean_rmse": 0.1447430512735014,
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| 139 |
+
"std_rmse": 0.010729837751180775
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| 140 |
+
},
|
| 141 |
+
"perovskites": {
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| 142 |
+
"mean_mae": 0.09469520449638366,
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| 143 |
+
"std_mae": 0.004779885054541556,
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| 144 |
+
"mean_rmse": 0.12725704830775397,
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| 145 |
+
"std_rmse": 0.005681376523305629
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| 146 |
+
}
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| 147 |
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}
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| 148 |
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}
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