| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Synthetic Dataset w/ OOD | EAGLE | AUC70.12 | 30 | 4d ago | |
| MOOC (inductive) | DyG2Vec | AP93.8 | 19 | 4d ago | |
| ACT w/ OOD | EAGLE | AUC82.7 | 10 | 4d ago | |
| ACT w/o OOD | EAGLE | AUC92.37 | 10 | 4d ago | |
| Yelp w/ OOD | EAGLE | AUC0.7726 | 10 | 4d ago | |
| Yelp w/o OOD | GroupDRO | AUC0.7938 | 10 | 4d ago | |
| COLLAB OOD | EAGLE | AUC84.41 | 10 | 4d ago | |
| COLLAB (w/o OOD) | EAGLE | AUC92.45 | 10 | 4d ago | |
| Synthetic Dataset w/o OOD | EAGLE | AUC75.58 | 10 | 4d ago | |
| COLLAB p=0.8 (test) | EAGLE | AUC82.3 | 8 | 4d ago | |
| COLLAB p=0.8 (train) | IRM | AUC0.9502 | 8 | 4d ago | |
| COLLAB p=0.6 (test) | EAGLE | AUC0.8729 | 8 | 4d ago | |
| COLLAB (p=0.6) (train) | EAGLE | AUC94.52 | 8 | 4d ago | |
| COLLAB p=0.4 (test) | EAGLE | AUC0.8832 | 8 | 4d ago | |
| COLLAB p=0.4 (train) | EAGLE | AUC0.9297 | 8 | 4d ago | |
| SocialEvolution inductive | DyG2Vec | AP98 | 7 | 4d ago | |
| Wikipedia (inductive) | DyG2Vec | AP99.2 | 7 | 4d ago |
