TDC hERG

Therapeutics Data Commons ADMET benchmark leaderboard for TDC.hERG, reporting AUROC on submitted molecular models.

20rows
aurocprimary metric
2026-05-28sampled

Metadata

ID
tdc_herg
Category
Biology
Release
Unknown

Metrics

AUROC, AUROC Std (lower is better)

Latest Results

Rows are imported from the official TDC.hERG TDC ADMET leaderboard and ranked by the source rank.

Rank Subject AUROC Model Match Provenance Sampled
1 MapLight + GNN 0.88 AUROC — Imported 2026-05-28
2 CFA 0.875 AUROC — Imported 2026-05-28
3 SimGCN 0.874 AUROC — Imported 2026-05-28
4 MapLight 0.871 AUROC — Imported 2026-05-28
5 ZairaChem 0.856 AUROC — Imported 2026-05-28
6 MiniMol 0.846 AUROC — Imported 2026-05-28
7 RDKit2D + MLP (DeepPurpose) 0.841 AUROC — Imported 2026-05-28
8 Chemprop-RDKit 0.84 AUROC — Imported 2026-05-28
9 ADMETrix 0.836 AUROC — Imported 2026-05-28
10 AttentiveFP 0.825 AUROC — Imported 2026-05-28
11 AttrMasking 0.778 AUROC — Imported 2026-05-28
12 DeepMol (AutoML) 0.763 AUROC — Imported 2026-05-28
13 ContextPred 0.756 AUROC — Imported 2026-05-28
14 CNN (DeepPurpose) 0.754 AUROC — Imported 2026-05-28
15 Euclia ML model 0.749 AUROC — Imported 2026-05-28
16 GCN 0.738 AUROC — Imported 2026-05-28
17 Morgan + MLP (DeepPurpose) 0.736 AUROC — Imported 2026-05-28
18 NeuralFP 0.722 AUROC — Imported 2026-05-28
19 Chemprop 0.721 AUROC — Imported 2026-05-28
20 Basic ML 0.715 AUROC — Imported 2026-05-28