| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Q-GCN | mAP91.75 | 11 | 3d ago | ||
| Bio-Worm | Q-GCN | mAP97.23 | 11 | 3d ago | |
| Power | Q-GCN | mAP100 | 11 | 3d ago | |
| Web-Edu | Q-GCN | mAP99.67 | 11 | 3d ago | |
| IMDB-B 50% edge mask (test) | PIFM (GraphSAGE) | AP93.13 | 9 | 4d ago | |
| PROTEINS 50% edge mask (test) | PIFM (GraphSAGE) | AP35.5 | 9 | 4d ago | |
| ENZYMES 50% edge mask (test) | PIFM (GraphSAGE) | AP25.44 | 9 | 4d ago | |
| IMDB-B 10% edges masked (0.1 Drop) | PIFM | AP99.37 | 9 | 4d ago | |
| PROTEINS 10% edges masked (0.1 Drop) | PIFM | AP58.25 | 9 | 4d ago | |
| ENZYMES 10% edges masked (0.1 Drop) | PIFM | AP47.21 | 9 | 4d ago | |
| Synthetic Ring Graph (test) | GMT | Node Feature Error0 | 8 | 4d ago | |
| Grid Graph Synthetic (test) | MinCutPool | Node Feature Error (||X - Xrec||)0.0001 | 8 | 4d ago | |
| Small-world (WS) (test) | L2G | GMSE0.0513 | 6 | 4d ago | |
| Community SBM (test) | L2G | GMSE0.0735 | 6 | 4d ago | |
| Random sparse (ER) (test) | L2G | GMSE0.0746 | 6 | 4d ago | |
| Scale-free BA (test) | L2G | GMSE0.0594 | 6 | 4d ago |
