Dynamic Link Prediction on Reddit transductive (hist)
83.77APTFWaveFormer
Evaluation results
| Method | Links | |
|---|---|---|
| TFWaveFormerNSS=historical, Setting=Transductive2026.03 | 83.77 | |
| FreeDyGNSS=historical, Setting=Transductive2026.03 | 83.08 | |
| TPNet+Backbone=TPNet, Graph2Video=true2026.03 | 82.19 | |
| DyGFormerNSS=historical, Setting=Transductive2026.03 | 81.57 | |
| DyGFormer2026.03 | 81.57 | |
| DyGFormer+Backbone=DyGFormer, Graph2Video=true2026.03 | 81.41 | |
| TGNNSS=historical, Setting=Transductive2026.03 | 81.22 | |
| TGN2026.03 | 81.22 | |
| TPNet2026.03 | 81.02 | |
| CAWNNSS=historical, Setting=Transductive2026.03 | 80.82 | |
| CAWN2026.03 | 80.82 | |
| JODIENSS=historical, Setting=Transductive2026.03 | 80.03 | |
| DyRepNSS=historical, Setting=Transductive2026.03 | 79.83 | |
| TGATNSS=historical, Setting=Transductive2026.03 | 79.55 | |
| GraphMixerNSS=historical, Setting=Transductive2026.03 | 78.44 | |
| GraphMixer2026.03 | 78.44 | |
| TCLNSS=historical, Setting=Transductive2026.03 | 77.14 | |
| TCL2026.03 | 77.14 | |
| EdgeBankNSS=historical, Setting=Transductive2026.03 | 73.59 |