LogP Prediction on PubChem 100K molecules (test)
0.98PCCChemprop
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ChempropArchitecture=GNN2026.07 | 0.98 | 0.16 | |
| MolBasic2026.07 | 0.97 | 0.28 | |
| ChemMLLMParameters=34B2026.07 | 0.93 | 0.43 | |
| ChemMLLMParameters=7B2026.07 | 0.92 | 0.52 | |
| ChemceptionArchitecture=CNN2026.07 | 0.62 | 1.23 | |
| ChemVLMParameters=8B2026.07 | 0.38 | 1.68 | |
| Qwen-VLParameters=7B2026.07 | 0.14 | 1.48 | |
| InternVL-v1.5Parameters=20B2026.07 | 0.04 | 2.37 | |
| LLaVA-v1.5Parameters=7B2026.07 | -0.003 | 1.61 |