TDC AMES

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

20rows
aurocprimary metric
2026-05-28sampled

Metadata

ID
tdc_ames
Category
Biology
Release
Unknown

Metrics

AUROC, AUROC Std (lower is better)

Latest Results

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

Rank Subject AUROC Model Match Provenance Sampled
1 ZairaChem 0.871 AUROC — Imported 2026-05-28
2 ADMETrix 0.87 AUROC — Imported 2026-05-28
3 MapLight + GNN 0.869 AUROC — Imported 2026-05-28
4 MapLight 0.868 AUROC — Imported 2026-05-28
5 CFA 0.852 AUROC — Imported 2026-05-28
6 Chemprop-RDKit 0.85 AUROC — Imported 2026-05-28
7 MiniMol 0.849 AUROC — Imported 2026-05-28
8 DeepMol (AutoML) 0.847 AUROC — Imported 2026-05-28
9 CMPNN 0.843 AUROC — Imported 2026-05-28
10 Chemprop 0.842 AUROC — Imported 2026-05-28
11 AttrMasking 0.842 AUROC — Imported 2026-05-28
12 ContextPred 0.837 AUROC — Imported 2026-05-28
13 RDKit2D + MLP (DeepPurpose) 0.823 AUROC — Imported 2026-05-28
14 NeuralFP 0.823 AUROC — Imported 2026-05-28
15 GCN 0.818 AUROC — Imported 2026-05-28
16 AttentiveFP 0.814 AUROC — Imported 2026-05-28
17 Morgan + MLP (DeepPurpose) 0.794 AUROC — Imported 2026-05-28
18 CNN (DeepPurpose) 0.776 AUROC — Imported 2026-05-28
19 Euclia ML model 0.755 AUROC — Imported 2026-05-28
20 Basic ML 0.716 AUROC — Imported 2026-05-28