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Models/DeepDTA

DeepDTA

Reported on 6 benchmarks across 1 task · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical6 results

Drug DiscoveryonBindingDB IC50
Pearson Correlation· 2018-01-30
0.848
SOTA
DeepDTA: Deep Drug-Target Binding Affinity Prediction arXiv:1801.10193
Drug DiscoveryonBindingDB IC50
RMSE· 2018-01-30
0.782
best: 0.78 (DeepAffinity)
SOTA
DeepDTA: Deep Drug-Target Binding Affinity Prediction arXiv:1801.10193
Drug DiscoveryonDAVIS-DTA
CI· 2018-01-30
0.87
best: 0.89 (SMT-DTA)
SOTA
DeepDTA: Deep Drug-Target Binding Affinity Prediction arXiv:1801.10193
Drug DiscoveryonDAVIS-DTA
MSE· 2018-01-30
0.262
best: 0.219 (SMT-DTA)
SOTA
DeepDTA: Deep Drug-Target Binding Affinity Prediction arXiv:1801.10193
Drug DiscoveryonKIBA
CI· uses extra data· 2018-01-30
0.863
best: 0.894 (SMT-DTA)
SOTA
DeepDTA: Deep Drug-Target Binding Affinity Prediction arXiv:1801.10193
Drug DiscoveryonKIBA
MSE· uses extra data· 2018-01-30
0.194
best: 0.154 (SMT-DTA)
SOTA
DeepDTA: Deep Drug-Target Binding Affinity Prediction arXiv:1801.10193