TDC BBB_Martins

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

26rows
aurocprimary metric
2026-05-28sampled

Metadata

ID
tdc_bbb_martins
Category
Biology
Release
Unknown

Metrics

AUROC, AUROC Std (lower is better)

Latest Results

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

Rank Subject AUROC Model Match Provenance Sampled
1 MiniMol 0.924 AUROC — Imported 2026-05-28
2 CFA 0.92 AUROC — Imported 2026-05-28
3 MapLight 0.916 AUROC — Imported 2026-05-28
4 Lantern RADR Ensemble 0.915 AUROC — Imported 2026-05-28
5 MapLight + GNN 0.913 AUROC — Imported 2026-05-28
6 Lantern RADR Deep Neural Network 0.912 AUROC — Imported 2026-05-28
7 ZairaChem 0.91 AUROC — Imported 2026-05-28
8 Lantern RADR Random Forest 0.908 AUROC — Imported 2026-05-28
9 ADMETrix 0.906 AUROC — Imported 2026-05-28
10 Lantern RADR SVM 0.905 AUROC — Imported 2026-05-28
11 Lantern RADR Logistic Regression 0.903 AUROC — Imported 2026-05-28
12 SimGCN 0.901 AUROC — Imported 2026-05-28
13 ContextPred 0.897 AUROC — Imported 2026-05-28
14 AttrMasking 0.892 AUROC — Imported 2026-05-28
15 CMPNN 0.89 AUROC — Imported 2026-05-28
16 RDKit2D + MLP (DeepPurpose) 0.889 AUROC — Imported 2026-05-28
17 Chemprop-RDKit 0.869 AUROC — Imported 2026-05-28
18 DeepMol (AutoML) 0.868 AUROC — Imported 2026-05-28
19 AttentiveFP 0.855 AUROC — Imported 2026-05-28
20 GCN 0.842 AUROC — Imported 2026-05-28
21 NeuralFP 0.836 AUROC — Imported 2026-05-28
22 Morgan + MLP (DeepPurpose) 0.823 AUROC — Imported 2026-05-28
23 Chemprop 0.821 AUROC — Imported 2026-05-28
24 Basic ML 0.811 AUROC — Imported 2026-05-28
25 CNN (DeepPurpose) 0.781 AUROC — Imported 2026-05-28
26 Euclia ML model 0.725 AUROC — Imported 2026-05-28