Graph Regression on ZINC-Full
0.011MAEESA+
Evaluation Results
| Method | Links | |
|---|---|---|
| ESA+tuned=true, structural encoding=RWSE2024.02 | 0.011 | |
| ESAPositional Encodings (PE)=true2024.02 | 0.016 | |
| CIN++2023.06 | 0.021 | |
| CIN2023.06 | 0.022 | |
| TokenGT2024.02 | 0.024 | |
| GPS2024.02 | 0.027 | |
| ESAPositional Encodings (PE)=false2024.02 | 0.027 | |
| HIMP2023.06 | 0.036 | |
| PNA2024.02 | 0.036 | |
| CINvariant=small2023.06 | 0.044 | |
| CIN++variant=small2023.06 | 0.044 | |
| Graphormer2024.02 | 0.047 | |
| DropGIN2024.02 | 0.057 | |
| GAT2024.02 | 0.078 | |
| GATv22024.02 | 0.079 | |
| GIN2023.06 | 0.088 |