Graph Clustering on Ogbn-products
43.88ACCSCISE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCISE2026.07 | 43.88 | 55.61 | 25.65 | 27.82 | |
| mWDKMethod Category=Optimization-free (OpF) methods2026.02 | 43.5 | 58.3 | 25.2 | — | |
| MAGIMethod Category=Deep learning and random-walk methods, Inference Type=End-to-end clustering2026.02 | 42.8 | 55.7 | 21.9 | — | |
| MAGI2026.07 | 42.5 | 55.1 | 21.5 | 27.6 | |
| WDKMethod Category=Optimization-free (OpF) methods2026.02 | 41.2 | 53.5 | 24.1 | — | |
| Dink-Net2026.07 | 41.09 | 50.78 | 21.08 | 25.15 | |
| S3GC2026.07 | 40.2 | 53.6 | 23 | 25 | |
| PANEMethod Category=Deep learning and random-walk methods2026.02 | 39.8 | 51.5 | 22 | — | |
| WLMethod Category=Optimization-free (OpF) methods2026.02 | 38.8 | 50.5 | 21.2 | — | |
| AGCMethod Category=Optimization-free (OpF) methods2026.02 | 38.1 | 50.3 | 20.8 | — | |
| NDLSMethod Category=Deep learning and random-walk methods, Approach=Optimization-free (OpF)2026.02 | 36.9 | 49.7 | 21.6 | — | |
| DGI2026.07 | 32 | 46.7 | 17.4 | 19.2 | |
| DMoN2026.07 | 30.4 | 42.8 | 13.9 | 21 |