TDC Half_Life_Obach
Therapeutics Data Commons ADMET benchmark leaderboard for TDC.Half_Life_Obach, reporting Spearman on submitted molecular models.
20rows
spearmanprimary metric
2026-05-28sampled
Metadata
Metrics
Spearman, Spearman Std (lower is better)
| Rank | Subject | Spearman | Model Match | Provenance | Sampled |
|---|---|---|---|---|---|
| 1 | CFA | 0.576 Spearman | — | Imported | 2026-05-28 |
| 2 | MapLight | 0.562 Spearman | — | Imported | 2026-05-28 |
| 3 | MapLight + GNN | 0.557 Spearman | — | Imported | 2026-05-28 |
| 4 | Euclia ML model | 0.547 Spearman | — | Imported | 2026-05-28 |
| 5 | Voting Regressor (KNN, SVM) | 0.544 Spearman | — | Imported | 2026-05-28 |
| 6 | MiniMol | 0.495 Spearman | — | Imported | 2026-05-28 |
| 7 | DeepMol (AutoML) | 0.485 Spearman | — | Imported | 2026-05-28 |
| 8 | Basic ML | 0.438 Spearman | — | Imported | 2026-05-28 |
| 9 | SimGCN | 0.392 Spearman | — | Imported | 2026-05-28 |
| 10 | ADMETrix | 0.372 Spearman | — | Imported | 2026-05-28 |
| 11 | Morgan + MLP (DeepPurpose) | 0.329 Spearman | — | Imported | 2026-05-28 |
| 12 | Chemprop | 0.265 Spearman | — | Imported | 2026-05-28 |
| 13 | Chemprop-RDKit | 0.239 Spearman | — | Imported | 2026-05-28 |
| 14 | GCN | 0.239 Spearman | — | Imported | 2026-05-28 |
| 15 | RDKit2D + MLP (DeepPurpose) | 0.184 Spearman | — | Imported | 2026-05-28 |
| 16 | NeuralFP | 0.177 Spearman | — | Imported | 2026-05-28 |
| 17 | AttrMasking | 0.151 Spearman | — | Imported | 2026-05-28 |
| 18 | ContextPred | 0.129 Spearman | — | Imported | 2026-05-28 |
| 19 | AttentiveFP | 0.085 Spearman | — | Imported | 2026-05-28 |
| 20 | CNN (DeepPurpose) | 0.038 Spearman | — | Imported | 2026-05-28 |
No matching rows.