| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ZINC small 12K | CCIN | MAE0.082 | 20 | 2mo ago | |
| ALCHEMY 10K (test) | PF-GNN | MAE0.111 | 12 | 4mo ago | |
| ZINC (val) | GPSE | MAE0.104 | 9 | 1mo ago | |
| AQSOL (val) | GAPE + RWPE | MAE1.069 | 9 | 1mo ago | |
| ALCHEMY Full (test) | δ-2-GNN | MAE0.08 | 8 | 4mo ago | |
| ZINC Full 250K | CCIN | MAE0.033 | 7 | 2mo ago | |
| OGB-MOLLIPO (scaffold) | CCIN | RMSE1.0332 | 5 | 2mo ago | |
| OGB-MOLFREESOLV scaffold split | GIN | RMSE2.1612 | 5 | 2mo ago | |
| OGB-MOLESOL (scaffold) | CCIN | RMSE1.4051 | 5 | 2mo ago | |
| ALCHEMY 50K (test) | δ-2-GNN | MAE0.085 | 4 | 4mo ago | |
| ZINC 50k (test) | δ-2-LGNN | MAE0.1 | 4 | 4mo ago | |
| QM9 | PMH | MAE22.02 | 3 | 3mo ago |
