Drug Discovery on DAVIS-DTA

Metric: MSE (lower is better)

LeaderboardDataset

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#	Model↕	MSE▲	Extra Data	Paper	Date↕	Code
1	SMT-DTA	0.219	No	SSM-DTA: Breaking the Barriers of Data Scarcity ...	2022-06-20	Code
2	DeepPurpose	0.242	No	DeepPurpose: a Deep Learning Library for Drug-Ta...	2020-04-19	Code
3	DeepDTA	0.262	No	DeepDTA: Deep Drug-Target Binding Affinity Predi...	2018-01-30	Code
4	GraphDTA	0.263	No	-	-	Code

#1SMT-DTASOTA
0.219
MSE· 2022-06-20
SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction Code
#2DeepPurposeSOTA
0.242
MSE· 2020-04-19
DeepPurpose: a Deep Learning Library for Drug-Target Interaction Prediction Code
#3DeepDTASOTA
0.262
MSE· 2018-01-30
DeepDTA: Deep Drug-Target Binding Affinity Prediction Code
#4GraphDTA
0.263
MSE
No paperCode