TDC Lipophilicity_AstraZeneca

Therapeutics Data Commons ADMET benchmark leaderboard for TDC.Lipophilicity_AstraZeneca, reporting MAE on submitted molecular models.

21rows
maeprimary metric
2026-05-28sampled

Metadata

ID
tdc_lipophilicity_astrazeneca
Category
Biology
Release
Unknown

Metrics

MAE (lower is better), MAE Std (lower is better)

Latest Results

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

Rank Subject MAE Model Match Provenance Sampled
1 MiniMol 0.456 MAE — Imported 2026-05-28
2 Chemprop-RDKit 0.467 MAE — Imported 2026-05-28
3 Chemprop 0.47 MAE — Imported 2026-05-28
4 BaseBoosting KyQVZ6b2 0.479 MAE — Imported 2026-05-28
5 ADMETrix 0.512 MAE — Imported 2026-05-28
6 CMPNN 0.515 MAE — Imported 2026-05-28
7 MapLight + GNN 0.525 MAE — Imported 2026-05-28
8 ContextPred 0.535 MAE — Imported 2026-05-28
9 StackingRegressor (DeepMol) 0.538 MAE — Imported 2026-05-28
10 MapLight 0.539 MAE — Imported 2026-05-28
11 GCN 0.541 MAE — Imported 2026-05-28
12 AttrMasking 0.547 MAE — Imported 2026-05-28
13 NeuralFP 0.563 MAE — Imported 2026-05-28
14 AttentiveFP 0.572 MAE — Imported 2026-05-28
15 RDKit2D + MLP (DeepPurpose) 0.574 MAE — Imported 2026-05-28
16 Basic ML 0.617 MAE — Imported 2026-05-28
17 Euclia ML model 0.621 MAE — Imported 2026-05-28
18 CFA 0.626 MAE — Imported 2026-05-28
19 DeepMol (AutoML) 0.656 MAE — Imported 2026-05-28
20 Morgan + MLP (DeepPurpose) 0.701 MAE — Imported 2026-05-28
21 CNN (DeepPurpose) 0.743 MAE — Imported 2026-05-28