Molecular Property Prediction on Lipophilicity Small-dataset CliffSplit
0.474Q1 ScoreEMPP
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EMPPBackbone=EMPP2026.05 | 0.474 | 0.639 | 0.619 | 0.686 | 1.46 | 0.614 | |
| GotenNetBackbone=GotenNet2026.05 | 0.453 | 0.535 | 0.468 | 0.62 | 1.37 | 0.515 | |
| ViSNetBackbone=ViSNet2026.05 | 0.384 | 0.494 | 0.418 | 0.585 | 1.53 | 0.473 | |
| MoleculeFormerBackbone=MoleculeFormer2026.05 | 0.377 | 0.552 | 0.5 | 0.669 | 1.78 | 0.539 | |
| Uni-MolBackbone=Uni-Mol2026.05 | 0.343 | 0.526 | 0.488 | 0.614 | 1.79 | 0.503 |