| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| IMDB-BINARY non-IID (test) | SEAL | Average Gain5.7 | 16 | 4d ago | |
| COLLAB non-IID (test) | SEAL | Average Gain7.48 | 16 | 4d ago | |
| PROTEINS non-IID (test) | SEAL | Average Gain5.12 | 16 | 4d ago | |
| NCI-1 non-IID (test) | SEAL | Average Gain6.05 | 16 | 4d ago | |
| IMDB-BINARY (test) | SEAL | Average Gain3.02 | 16 | 4d ago | |
| COLLAB (test) | SEAL | Average Gain2.93 | 16 | 4d ago | |
| PROTEINS (test) | SEAL-B | Average Gain4.45 | 16 | 4d ago | |
| NCI-1 (test) | SEAL | Average Gain3.65 | 16 | 4d ago | |
| Mix across-domain setting | CeFGC | Communication Rounds3 | 8 | 4d ago | |
| Social across-dataset setting | CeFGC | Communication Rounds3 | 8 | 4d ago | |
| MUTAG single-dataset setting | CeFGC | Communication Rounds3 | 8 | 4d ago |
