Link Prediction on PCQM-Contact
61.43MRRFloydNet
Evaluation results
| Method | Links | |
|---|---|---|
| FloydNetModel Class=Ours2026.01 | 61.43 | |
| ExphormerModel Class=GT2026.01 | 35.87 | |
| GPSPE=OGE-Aug2024.10 | 35.43 | |
| QUESTAttention=QUEST2026.03 | 34.6 | |
| GPSModel Class=GT2026.01 | 34.37 | |
| GPSPE=EdgeRWSE2024.10 | 34.08 | |
| GPSPE=Hodge1Lap2024.10 | 34.07 | |
| Graph-MambaModel Class=SSM2026.01 | 33.95 | |
| SANPE=LapPE2024.10 | 33.5 | |
| SANPE=RWSE2024.10 | 33.41 | |
| StandardAttention=Standard2026.03 | 33.4 | |
| GPSPE=LapPE2024.10 | 33.37 | |
| GCNModel Class=GNN2026.01 | 32.34 | |
| GCNPE=None2024.10 | 32.34 | |
| GatedGCNPE=None2024.10 | 32.18 | |
| GINEPE=None2024.10 | 31.8 | |
| TransformerPE=LapPE2024.10 | 31.74 |