TDC DILI

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

20rows
aurocprimary metric
2026-05-28sampled

Metadata

ID
tdc_dili
Category
Biology
Release
Unknown

Metrics

AUROC, AUROC Std (lower is better)

Latest Results

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

Rank Subject AUROC Model Match Provenance Sampled
1 MiniMol 0.956 AUROC — Imported 2026-05-28
2 ZairaChem 0.925 AUROC — Imported 2026-05-28
3 AttrMasking 0.919 AUROC — Imported 2026-05-28
4 CFA 0.919 AUROC — Imported 2026-05-28
5 MapLight + GNN 0.917 AUROC — Imported 2026-05-28
6 SimGCN 0.909 AUROC — Imported 2026-05-28
7 ADMETrix 0.906 AUROC — Imported 2026-05-28
8 Chemprop 0.899 AUROC — Imported 2026-05-28
9 Chemprop-RDKit 0.887 AUROC — Imported 2026-05-28
10 MapLight 0.887 AUROC — Imported 2026-05-28
11 AttentiveFP 0.886 AUROC — Imported 2026-05-28
12 DeepMol (AutoML) 0.885 AUROC — Imported 2026-05-28
13 RDKit2D + MLP (DeepPurpose) 0.875 AUROC — Imported 2026-05-28
14 Euclia ML model 0.873 AUROC — Imported 2026-05-28
15 ContextPred 0.861 AUROC — Imported 2026-05-28
16 GCN 0.859 AUROC — Imported 2026-05-28
17 NeuralFP 0.851 AUROC — Imported 2026-05-28
18 Morgan + MLP (DeepPurpose) 0.832 AUROC — Imported 2026-05-28
19 CNN (DeepPurpose) 0.792 AUROC — Imported 2026-05-28
20 Basic ML 0.7 AUROC — Imported 2026-05-28