| LastFM (transductive) | TGFormer | AP96.87 | | 143 | 18d ago |
| Wikipedia Inductive | DSRD | AP99.55 | | 119 | 1mo ago |
| Reddit (transductive) | TGFormer | AP99.86 | | 92 | 1mo ago |
| MOOC (transductive) | CTDG-SSM | AP99.03 | | 80 | 1mo ago |
| Enron (inductive) | CTDG-SSM | AUC-ROC94.59 | | 72 | 1mo ago |
| Can. Parl. Inductive | TPNet+ | AP95.5 | | 68 | 1mo ago |
| Flights (transductive) | DyGMamba | AP98.95 | | 64 | 1mo ago |
| Social Evo. (transductive) | CTDG-SSM | AP98.88 | | 57 | 1mo ago |
| Enron (transductive) | PRISM | AUC-ROC0.9813 | | 56 | 1mo ago |
| Enron (transductive) | CTDG-SSM | AP95.81 | | 51 | 18d ago |
| UN Trade (transductive) | DSRD | AUC99.82 | | 49 | 1mo ago |
| UCI (transductive) | TIDFormer | AP97.44 | | 48 | 1mo ago |
| Contact (transductive) | DSRD | AUC99.14 | | 48 | 1mo ago |
| Wikipedia transductive (ind) | TPNet | AP99.32 | | 44 | 1mo ago |
| UN Trade (inductive split) | DSRD | AP99.23 | | 43 | 1mo ago |
| Contact (inductive split) | CTDG-SSM | AP98.42 | | 40 | 1mo ago |
| Flights (inductive) | DyGMamba | AP97.85 | | 40 | 1mo ago |
| UCI (inductive split) | | AP94.85 | | 39 | 1mo ago |
| Contact | DyGFormer | AP98.29 | | 37 | 3mo ago |
| UN Vote | EdgeBank | AP84.89 | | 37 | 3mo ago |
| UN Trade | EdgeBank | AP81.32 | | 37 | 3mo ago |
| US Legislature | | AP86.88 | | 37 | 3mo ago |
| Contact transductive v1 (test) | CTDG-SSM | AUC-ROC98.7 | | 33 | 1mo ago |
| UN Vote transductive v1 (test) | CTDG-SSM | AUC-ROC97.45 | | 33 | 1mo ago |
| UN Trade transductive v1 (test) | Edgebank | AUC-ROC86.61 | | 33 | 1mo ago |
