TDC Solubility_AqSolDB

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

18rows
maeprimary metric
2026-05-28sampled

Metadata

ID
tdc_solubility_aqsoldb
Category
Biology
Release
Unknown

Metrics

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

Latest Results

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

Rank Subject MAE Model Match Provenance Sampled
1 MiniMol 0.741 MAE — Imported 2026-05-28
2 Chemprop-RDKit 0.761 MAE — Imported 2026-05-28
3 DeepMol (AutoML) 0.775 MAE — Imported 2026-05-28
4 AttentiveFP 0.776 MAE — Imported 2026-05-28
5 MapLight + GNN 0.789 MAE — Imported 2026-05-28
6 MapLight 0.792 MAE — Imported 2026-05-28
7 CMPNN 0.796 MAE — Imported 2026-05-28
8 RDKit2D + MLP (DeepPurpose) 0.827 MAE — Imported 2026-05-28
9 Basic ML 0.828 MAE — Imported 2026-05-28
10 Chemprop 0.829 MAE — Imported 2026-05-28
11 GCN 0.907 MAE — Imported 2026-05-28
12 CFA 0.939 MAE — Imported 2026-05-28
13 NeuralFP 0.947 MAE — Imported 2026-05-28
14 CNN (DeepPurpose) 1.023 MAE — Imported 2026-05-28
15 AttrMasking 1.026 MAE — Imported 2026-05-28
16 ContextPred 1.04 MAE — Imported 2026-05-28
17 Euclia ML model 1.076 MAE — Imported 2026-05-28
18 Morgan + MLP (DeepPurpose) 1.203 MAE — Imported 2026-05-28