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Papers Benchmarks Datasets Tasks

ADMET Properties Prediction research benchmarks · SOTA2 Research

ADMET Properties Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.878AUROC

20

Jun 23, 2026

TDC Bioavailability Ma

94.2AUROC

15

Jun 23, 2026

100AUROC

15

Jun 23, 2026

TDC Pgp Broccatelli

93.8AUROC

15

Jun 23, 2026

95.6AUROC

12

Mar 27, 2026

TDC Half Life Obach

0.576Spearman Correlation

12

Mar 27, 2026

7.44MAE

12

Mar 27, 2026

0.256MAE

12

Mar 27, 2026

88.5AUROC

7

Mar 5, 2026

0.552MAE

7

Mar 5, 2026

TDC CYP3A4 Veith

91.6AUPRC

7

Mar 5, 2026

TDC CYP3A4 Substrate CM

71.9AUROC

7

Mar 5, 2026

TDC CYP2D6 Veith

79AUPRC

7

Mar 5, 2026

TDC CYP2D6 Substrate CM

73.6AUPRC

7

Mar 5, 2026

TDC CYP2C9 Veith

85.9AUPRC

7

Mar 5, 2026

TDC CYP2C9 Substrate CM

47.4AUPRC

7

Mar 5, 2026

TDC BBB Martins

93AUROC

7

Mar 5, 2026

TDC Clearance Hepatocyte AZ

0.536Spearman Correlation

7

Mar 5, 2026

TDC Clearance Microsome AZ

0.63Spearman Correlation

7

Mar 5, 2026

TDC VDss Lombardo

0.713Spearman Correlation

7

Mar 5, 2026

TDC Solubility AqSolDB

0.741MAE

7

Mar 5, 2026

TDC Lipophilicity AZ

0.434MAE

7

Mar 5, 2026

Popular datasets

TDC TDC Caco2 TDC Lipophilicity AqSolDB TDC PPBR

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