| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Can. Parl. Inductive | TPNet+ | AP95.5 | 48 | 1mo ago | |
| Wikipedia Inductive | DyGFormer | AP98.59 | 44 | 1mo ago | |
| Contact | DyGFormer | AP98.29 | 37 | 4d ago | |
| UN Vote | EdgeBank | AP84.89 | 37 | 4d ago | |
| UN Trade | EdgeBank | AP81.32 | 37 | 4d ago | |
| US Legislature | AP86.88 | 37 | 4d ago | ||
| MOOC (transductive) | TPNet | AUC97.17 | 34 | 1mo ago | |
| UN Trade (transductive) | AP81.32 | 32 | 1mo ago | ||
| LastFM (transductive) | TFWaveFormer | AP94.64 | 32 | 1mo ago | |
| UCI (inductive split) | TFWaveFormer | AP87.59 | 31 | 1mo ago | |
| Flights (transductive) | TFWaveFormer | AP98.87 | 31 | 1mo ago | |
| Canadian Parliament | DyGFormer | AP97.36 | 27 | 1mo ago | |
| Flights | DyGFormer | AP98.91 | 27 | 1mo ago | |
| UCI | DyGFormer | AP95.79 | 27 | 1mo ago | |
| LastFM | DyGFormer | AP93 | 27 | 1mo ago | |
| MOOC | TGN | AP89.15 | 27 | 1mo ago | |
| DyGFormer | AP99.22 | 27 | 1mo ago | ||
| Wikipedia | DyGFormer | AP99.03 | 27 | 1mo ago | |
| Contact | TFWaveFormer | AUC-ROC97.43 | 22 | 1mo ago | |
| UN Trade | AUC-ROC86.61 | 22 | 1mo ago | ||
| UCI | TFWaveFormer | AUC-ROC85.18 | 22 | 1mo ago | |
| Social Evo. | AUC-ROC98.47 | 22 | 1mo ago | ||
| LastFM | TFWaveFormer | AUC-ROC80.6 | 22 | 1mo ago | |
| MOOC | TFWaveFormer | AUC-ROC89.14 | 22 | 1mo ago | |
| Wikipedia | GraphMixer | AUC-ROC0.8768 | 22 | 1mo ago |
