| model,notebook,test_RMSE,test_MAE,test_R2,test_Pearson,test_Spearman,fda_RMSE,fda_MAE,n_fda_matched,rank |
| dnn_mlp,A,0.5712266675996295,0.3104533553123474,0.8019241094589233,0.8958137631416321,0.899473972519346,0.7268834516027586,0.5134518060446119,10,1 |
| lgbm,A,0.5750290551134832,0.357843828127625,0.7992783297536455,0.8943076200996113,0.8947554943848625,0.7600078364467302,0.6117415395257843,10,2 |
| xgb,A,0.5821761648535598,0.3698785603046417,0.7942577600479126,0.8918309211730957,0.8927425212890701,0.8368995330387364,0.6370082769155836,10,3 |
| rf,A,0.6128508953029209,0.4096972601516729,0.7720055194987107,0.8854455398336317,0.8870371897399442,0.8091256957360753,0.6658681551845596,10,4 |
| ltn,C,0.7476,0.5675,0.6607,,,,,10,5 |
| gat,C,0.8816,0.6847,0.5282,,,,,10,6 |
| chemberta_frozen_ridge,B,0.9364,0.7327,0.4677,,,,,10,7 |
| transformer3,B,0.9535,0.7313,0.4481,,,,,10,8 |
| transformer4,B,0.9895,0.7712,0.4056,,,,,10,9 |
| chemberta_ft,B,0.9928,0.7799,0.4016,,,,,10,10 |
|
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