Graph Regression on ZINC 250K (test)
0.016MAEFloydNet
Evaluation results
| Method | Links | |
|---|---|---|
| FloydNetClass=Ours2026.01 | 0.016 | |
| CINNumber of runs=42023.09 | 0.022 | |
| I2-GNNNumber of runs=42023.09 | 0.023 | |
| Local 2-GNNClass=GNNs2026.01 | 0.024 | |
| ET+RRWPClass=GTs2026.01 | 0.024 | |
| d-DRFWL(2) GNNNumber of runs=42023.09 | 0.025 | |
| GraphormerClass=GTs2026.01 | 0.025 | |
| Subgraph GNNClass=GNNs2026.01 | 0.028 | |
| Nested GINNumber of runs=4, Virtual node=true2023.09 | 0.029 | |
| MPNNClass=GNNs2026.01 | 0.03 | |
| HIMPNumber of runs=42023.09 | 0.036 | |
| CIN-smallNumber of runs=42023.09 | 0.044 | |
| GINNumber of runs=4, Virtual node=true2023.09 | 0.088 |