Link Prediction on PCQM-Contact (test)
0.5341MRRViT-PS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ViT-PSbase model=ViT-Base, pre-training=ImageNet-21k, equivariant distribution=3-layer GIN2023.06 | 0.5341 | 0.3287 | 0.6694 | 0.9526 | |
| Exphormer2023.06 | 0.3637 | — | — | — | |
| SAN+LapPE2023.06 | 0.335 | 0.1355 | 0.4004 | 0.8478 | |
| SAN+RWSE2023.06 | 0.3341 | 0.1312 | 0.403 | 0.855 | |
| GraphGPS2023.06 | 0.3337 | — | — | — | |
| GatedGCN+RWSE2023.06 | 0.3242 | 0.1288 | 0.3808 | 0.8517 | |
| GCN2023.06 | 0.3234 | 0.1321 | 0.3791 | 0.8256 | |
| GatedGCN2023.06 | 0.3218 | 0.1279 | 0.3783 | 0.8433 | |
| GINE2023.06 | 0.318 | 0.1337 | 0.3642 | 0.8147 | |
| Transformer+LapPE2023.06 | 0.3174 | 0.1221 | 0.3679 | 0.8517 | |
| GCNII2023.06 | 0.3161 | 0.1325 | 0.3607 | 0.8116 |