Drug Discovery on KIBA

Metric: MSE (lower is better)

LeaderboardDataset

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#	Model↕	MSE▲	Extra Data	Paper	Date↕	Code
1	SMT-DTA	0.154	No	SSM-DTA: Breaking the Barriers of Data Scarcity ...	2022-06-20	Code
2	DeepPurpose	0.178	No	DeepPurpose: a Deep Learning Library for Drug-Ta...	2020-04-19	Code
3	GraphDTA	0.183	No	-	-	Code
4	DeepDTA	0.194	Yes	DeepDTA: Deep Drug-Target Binding Affinity Predi...	2018-01-30	Code

#1SMT-DTASOTA
0.154
MSE· 2022-06-20
SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction Code
#2DeepPurposeSOTA
0.178
MSE· 2020-04-19
DeepPurpose: a Deep Learning Library for Drug-Target Interaction Prediction Code
#3GraphDTA
0.183
MSE
No paperCode
#4DeepDTASOTA
0.194
MSE· Extra Data· 2018-01-30
DeepDTA: Deep Drug-Target Binding Affinity Prediction Code