| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Reddit (inductive) | DSRD | AUC-ROC (%)99.94 | 159 | 18d ago | |
| Wikipedia (inductive) | DSRD | AUC-ROC0.9952 | 116 | 18d ago | |
| LastFM | DSRD | AUC-ROC99.93 | 73 | 18d ago | |
| LastFM | DyG-Mamba | AP (LastFM)95.13 | 53 | 18d ago | |
| UCI Inductive | TPNet+ | AP95.83 | 49 | 1mo ago | |
| Can. Parl. (Inductive) | DSRD | AUC99.92 | 47 | 1mo ago | |
| Contact (inductive) | CTDG-SSM | AUC-ROC98.7 | 45 | 1mo ago | |
| UN Trade | DSRD | AUC-ROC99.18 | 44 | 1mo ago | |
| Flights | DyGMamba | AUC-ROC97.98 | 44 | 1mo ago | |
| MOOC (Inductive) | TSNN | AP99.43 | 42 | 1mo ago | |
| UCI | DyGmamba | AUC-ROC94.76 | 35 | 1mo ago | |
| Social Evo. | CTDG-SSM | AUC-ROC98.6 | 34 | 1mo ago | |
| MOOC | CTDG-SSM | AP (Inductive MOOC)98.64 | 28 | 1mo ago | |
| Enron Inductive | DSRD | AP93.78 | 27 | 1mo ago | |
| Social Evo. | CTDG-SSM | AP98.15 | 26 | 1mo ago | |
| MOOC | DSRD | AUC-ROC95.28 | 26 | 1mo ago | |
| UN Vote | CTDG-SSM | AUC97.73 | 24 | 1mo ago | |
| MOOC Inductive | TPNet | AUC95.55 | 24 | 4mo ago | |
| US Legis. | DSRD | AP84.42 | 23 | 1mo ago | |
| Enron | DSRD | AUC-ROC92.77 | 23 | 1mo ago | |
| Enron | CTDG-SSM | AP94.56 | 22 | 1mo ago | |
| Contact | DyGFormer | AUC98.16 | 4 | 1mo ago | |
| US Legis. | DSRD | AUC83.13 | 4 | 1mo ago | |
| Contact | DSRD | AP96.95 | 3 | 1mo ago | |
| Can. Parl. | DSRD | AP99.93 | 3 | 1mo ago |
