Drug Discovery on KIBA

Metric: CI (higher is better)

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#	Model↕	CI▼	Extra Data	Paper	Date↕	Code
1	SMT-DTA	0.894	No	SSM-DTA: Breaking the Barriers of Data Scarcity ...	2022-06-20	Code
2	DeepPurpose	0.872	No	DeepPurpose: a Deep Learning Library for Drug-Ta...	2020-04-19	Code
3	DeepDTA	0.863	Yes	DeepDTA: Deep Drug-Target Binding Affinity Predi...	2018-01-30	Code
4	GraphDTA	0.862	No	-	-	Code

#1SMT-DTASOTA
0.894
CI· 2022-06-20
SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction Code
#2DeepPurposeSOTA
0.872
CI· 2020-04-19
DeepPurpose: a Deep Learning Library for Drug-Target Interaction Prediction Code
#3DeepDTASOTA
0.863
CI· Extra Data· 2018-01-30
DeepDTA: Deep Drug-Target Binding Affinity Prediction Code
#4GraphDTA
0.862
CI
No paperCode