TDC CYP3A4_Substrate_CarbonMangels

Therapeutics Data Commons ADMET benchmark leaderboard for TDC.CYP3A4_Substrate_CarbonMangels, reporting AUROC on submitted molecular models.

19rows
aurocprimary metric
2026-05-28sampled

Metadata

ID
tdc_cyp3a4_substrate_carbonmangels
Category
Biology
Release
Unknown

Metrics

AUROC, AUROC Std (lower is better)

Latest Results

Rows are imported from the official TDC.CYP3A4_Substrate_CarbonMangels TDC ADMET leaderboard and ranked by the source rank.

Rank Subject AUROC Model Match Provenance Sampled
1 CFA 0.667 AUROC — Imported 2026-05-28
2 MiniMol 0.663 AUROC — Imported 2026-05-28
3 CNN (DeepPurpose) 0.662 AUROC — Imported 2026-05-28
4 DeepMol (AutoML) 0.655 AUROC — Imported 2026-05-28
5 MapLight 0.65 AUROC — Imported 2026-05-28
6 MapLight + GNN 0.647 AUROC — Imported 2026-05-28
7 SimGCN 0.64 AUROC — Imported 2026-05-28
8 RDKit2D + MLP (DeepPurpose) 0.639 AUROC — Imported 2026-05-28
9 Morgan + MLP (DeepPurpose) 0.633 AUROC — Imported 2026-05-28
10 ZairaChem 0.63 AUROC — Imported 2026-05-28
11 Euclia ML model 0.629 AUROC — Imported 2026-05-28
12 Chemprop-RDKit 0.619 AUROC — Imported 2026-05-28
13 ContextPred 0.609 AUROC — Imported 2026-05-28
14 Basic ML 0.605 AUROC — Imported 2026-05-28
15 Chemprop 0.596 AUROC — Imported 2026-05-28
16 GCN 0.59 AUROC — Imported 2026-05-28
17 AttrMasking 0.582 AUROC — Imported 2026-05-28
18 NeuralFP 0.578 AUROC — Imported 2026-05-28
19 AttentiveFP 0.576 AUROC — Imported 2026-05-28