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Papers Benchmarks Datasets Tasks

BindingDB dataset and benchmarks · SOTA2 Research

Research Datasets

BindingDB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

BindingDB

1.17RMSE

17

Drug-Target Interaction

BindingDB

96.4AUROC

16

Molecule-Protein Interaction

BindingDB

66Accuracy

13

Protein-ligand binding prediction

BindingDB (test)

92.1AUC

9

BindingDB

0.174Score

8

Drug-target interaction prediction

BindingDB

0.963AUROC

7

Drug-Target Affinity Prediction

BindingDB IC50 (test)

0.712RMSE

7

Drug-Target Interaction prediction

BindingDB (random)

95.94AUROC

6

Drug-Target Affinity Prediction

BindingDB Ki (test)

0.792RMSE

5

Drug-Target Interaction prediction

BindingDB (dev)

96.06AUROC

2

BindingDB PFMBench (test)

0.225Score

2

Popular tasks

Drug-Target Interaction Prediction Drug-Target Affinity Prediction Interaction Regression Drug-Target Interaction

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