TDC Caco2_Wang

Therapeutics Data Commons ADMET benchmark leaderboard for TDC.Caco2_Wang, reporting MAE on submitted molecular models.

24rows
maeprimary metric
2026-05-28sampled

Metadata

ID
tdc_caco2_wang
Category
Biology
Release
Unknown

Metrics

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

Latest Results

Rows are imported from the official TDC.Caco2_Wang TDC ADMET leaderboard and ranked by the source rank.

Rank Subject MAE Model Match Provenance Sampled
1 CaliciBoost 0.256 MAE — Imported 2026-05-28
2 XG Boost 0.274 MAE — Imported 2026-05-28
3 MapLight 0.276 MAE — Imported 2026-05-28
4 BaseBoosting 0.285 MAE — Imported 2026-05-28
5 MolMapNet-D 0.287 MAE — Imported 2026-05-28
6 MapLight + GNN 0.287 MAE — Imported 2026-05-28
7 XGBoost 0.289 MAE — Imported 2026-05-28
8 DeepMol (AutoML) 0.297 MAE — Imported 2026-05-28
9 Basic ML 0.321 MAE — Imported 2026-05-28
10 ADMETrix 0.326 MAE — Imported 2026-05-28
11 Chemprop-RDKit 0.33 MAE — Imported 2026-05-28
12 CFA 0.335 MAE — Imported 2026-05-28
13 Euclia ML model 0.341 MAE — Imported 2026-05-28
14 Chemprop 0.344 MAE — Imported 2026-05-28
15 MiniMol 0.35 MAE — Imported 2026-05-28
16 RDKit2D + MLP (DeepPurpose) 0.393 MAE — Imported 2026-05-28
17 AttentiveFP 0.401 MAE — Imported 2026-05-28
18 CNN (DeepPurpose) 0.446 MAE — Imported 2026-05-28
19 ContextPred 0.502 MAE — Imported 2026-05-28
20 NeuralFP 0.53 MAE — Imported 2026-05-28
21 AttrMasking 0.546 MAE — Imported 2026-05-28
22 GCN 0.599 MAE — Imported 2026-05-28
23 Morgan + MLP (DeepPurpose) 0.908 MAE — Imported 2026-05-28
24 admet_ai_v2 6.328 MAE — Imported 2026-05-28