| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Wikipedia Inductive | DSRD | AP99.55 | 80 | 4d ago | |
| LastFM (transductive) | TGFormer | AP96.87 | 65 | 4d ago | |
| UN Trade (transductive) | DSRD | AUC99.82 | 49 | 4d ago | |
| Contact (transductive) | DSRD | AUC99.14 | 48 | 4d ago | |
| Flights (transductive) | DSRD | AUC99.81 | 48 | 4d ago | |
| Can. Parl. Inductive | TPNet+ | AP95.5 | 48 | 2mo ago | |
| Reddit (transductive) | TGFormer | AP99.86 | 43 | 7d ago | |
| Enron (inductive) | PRISM | AUC-ROC93.17 | 39 | 7d ago | |
| Contact | DyGFormer | AP98.29 | 37 | 1mo ago | |
| UN Vote | EdgeBank | AP84.89 | 37 | 1mo ago | |
| UN Trade | EdgeBank | AP81.32 | 37 | 1mo ago | |
| US Legislature | AP86.88 | 37 | 1mo ago | ||
| MOOC (transductive) | TPNet | AUC97.17 | 34 | 2mo ago | |
| UCI (inductive split) | TFWaveFormer | AP87.59 | 31 | 2mo ago | |
| Canadian Parliament | DyGFormer | AP97.36 | 27 | 3mo ago | |
| Flights | DyGFormer | AP98.91 | 27 | 2mo ago | |
| UCI | DyGFormer | AP95.79 | 27 | 3mo ago | |
| LastFM | DyGFormer | AP93 | 27 | 3mo ago | |
| MOOC | TGN | AP89.15 | 27 | 3mo ago | |
| DyGFormer | AP99.22 | 27 | 3mo ago | ||
| Wikipedia | DyGFormer | AP99.03 | 27 | 3mo ago | |
| LastFM inductive split | DSRD | AP99.93 | 24 | 4d ago | |
| UN Trade (inductive split) | DSRD | AP99.23 | 23 | 4d ago | |
| Contact | TFWaveFormer | AUC-ROC97.43 | 22 | 2mo ago | |
| UN Trade | AUC-ROC86.61 | 22 | 2mo ago |
