| Model | Valid |
|---|---|
| RGCN | 95.42 |
| FastRGCN | 92.16 |
| GCN | 94.62 |
| Cheb | 94.34 |
| SAGE | 94.27 |
| Graph | 92.32 |
| ResGated | 94.50 |
| GAT | 79.48 |
| GATv2 | 79.02 |
| Transformer | 91.70 |
| TAG | 91.61 |
| ARMA | 85.91 |
| HGT | 92.64 |
| SG | 90.25 |
| MF | 90.66 |
| EG | 92.26 |
| SuperGAT | 77.86 |
| RGAT | 93.43 |
| FILM | 94.37 |
| HGT(loader) | 94.60 |
| SAGE(edgetype) | 95.14 |
| GAT(edgetype) | 90.41 |
| ResGated(edgetype) | 95.58 |
| RGCN(Flag) | 95.47 (93.36 on test) |