| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Tmall | CODEN | Training Time (s)23.68 | 9 | 4d ago | |
| DBLP | CODEN | Training Time (s)6 | 9 | 4d ago | |
| Patent | CODEN | Training Time (s)1,730 | 8 | 4d ago | |
| CODEN | Training Time (s)1,310 | 8 | 4d ago | ||
| TGAT | AUC-ROC70.04 | 8 | 4d ago | ||
| Wikipedia | JODIE | AUC-ROC88.99 | 8 | 4d ago | |
| Wikipedia, Reddit, and MOOC Aggregate standard (test) | TGN | Average Rank2.3 | 5 | 4d ago | |
| MOOC standard (test) | DyG2Vec | AUC0.785 | 5 | 4d ago | |
| Reddit standard (test) | TGAT | AUC0.664 | 5 | 4d ago | |
| Wikipedia standard (test) | AUC87.3 | 5 | 4d ago | ||
| Papers100M | CODEN | Training Time (s)12,300 | 2 | 4d ago |
