Rating Prediction on Amazon (MF1, WF1)
23MF1 ScoreDyGnROLE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DyGnROLENumber of Training Labels=10k2026.02 | 23 | 54.5 | |
| TGATNumber of Training Labels=10k2026.02 | 21.5 | 53 | |
| CAWNNumber of Training Labels=10k2026.02 | 18 | 52.4 | |
| JODIENumber of Training Labels=10k2026.02 | 17.7 | 50.3 | |
| GraphMixerNumber of Training Labels=10k2026.02 | 17.1 | 51.9 | |
| DVGMAENumber of Training Labels=10k2026.02 | 16.6 | 50.6 | |
| MajorityNumber of Training Labels=10k2026.02 | 15.8 | 51.2 | |
| DyGMAENumber of Training Labels=10k2026.02 | 15.8 | 51.2 | |
| TCLNumber of Training Labels=10k2026.02 | 15.8 | 51.2 | |
| IDOLNumber of Training Labels=10k2026.02 | 15.8 | 51.2 | |
| DyGFormerNumber of Training Labels=10k2026.02 | 15.8 | 51.2 | |
| CLDGNumber of Training Labels=10k2026.02 | 15.8 | 51.2 | |
| RandomNumber of Training Labels=10k2026.02 | 15.2 | 24.7 | |
| DyRepNumber of Training Labels=10k2026.02 | 15 | 41.6 |