| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Reddit (inductive) | GRN | AUC-ROC (%)98.9 | 65 | 4d ago | |
| Wikipedia (inductive) | DyGFormer | AUC-ROC0.9848 | 44 | 1mo ago | |
| Contact (inductive) | DyGFormer | AUC-ROC98.3 | 25 | 1mo ago | |
| Can. Parl. (Inductive) | TPNet+ | AUC95.69 | 24 | 1mo ago | |
| MOOC Inductive | TPNet | AUC95.55 | 24 | 1mo ago | |
| UCI Inductive | TPNet+ | AP95.83 | 24 | 1mo ago | |
| Enron Inductive | TPNet | AP90.34 | 24 | 1mo ago | |
| MOOC (Inductive) | TPNet+ | AP95.1 | 24 | 1mo ago | |
| UN Trade | AUC-ROC61.12 | 20 | 1mo ago | ||
| Flights | AUC-ROC63.49 | 20 | 1mo ago | ||
| UCI | TFWaveFormer | AUC-ROC81.36 | 20 | 1mo ago | |
| Social Evo. | AUC-ROC96.94 | 20 | 1mo ago | ||
| Enron | TFWaveFormer | AUC-ROC81.59 | 20 | 1mo ago | |
| LastFM | TFWaveFormer | AUC-ROC72.38 | 20 | 1mo ago | |
| MOOC | TFWaveFormer | AUC-ROC81.96 | 20 | 1mo ago |
