| Rank | Method | Test MRR (%) | Contact | References | Date |
|---|
| 1 | GraphMixer | 58.87±0.12 | TGB-Seq Team | Paper, Code | October 29th, 2024 |
| 2 | TGN | 55.16±5.89 | TGB-Seq Team | Paper, Code | October 29th, 2024 |
| 3 | TCL | 50.17±1.98 | TGB-Seq Team | Paper, Code | October 29th, 2024 |
| 4 | CAWN | 47.55±1.08 | TGB-Seq Team | Paper, Code | October 29th, 2024 |
| 5 | DyGFormer | 46.08±3.44 | TGB-Seq Team | Paper, Code | October 29th, 2024 |
| 6 | TGAT | 43.56±2.53 | TGB-Seq Team | Paper, Code | October 29th, 2024 |
| 7 | JODIE | 41.67±2.86 | TGB-Seq Team | Paper, Code | October 29th, 2024 |
| 8 | DyRep | 35.12±4.13 | TGB-Seq Team | Paper, Code | October 29th, 2024 |