Graph Clustering on Blogcatalog
0.849ACCmWDK
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| mWDKMethod Category=Optimization-free (OpF) methods2026.02 | 0.849 | 0.678 | 0.682 | |
| MAGIMethod Category=Deep learning and random-walk methods, Inference Type=End-to-end clustering2026.02 | 0.798 | 0.713 | 0.633 | |
| WDKMethod Category=Optimization-free (OpF) methods2026.02 | 0.667 | 0.522 | 0.467 | |
| WLMethod Category=Optimization-free (OpF) methods2026.02 | 0.57 | 0.439 | 0.361 | |
| AGCMethod Category=Optimization-free (OpF) methods2026.02 | 0.519 | 0.407 | 0.357 | |
| DAEGCMethod Category=Deep learning and random-walk methods, Inference Type=End-to-end clustering2026.02 | 0.515 | 0.465 | 0.34 | |
| PANEMethod Category=Deep learning and random-walk methods2026.02 | 0.503 | 0.404 | 0.253 | |
| GSNNMethod Category=Deep learning and random-walk methods, Approach=Optimization-free (OpF)2026.02 | 0.471 | 0.304 | 0.252 | |
| GSNNMethod Category=Deep learning and random-walk methods, Approach=GAE2026.02 | 0.426 | 0.235 | 0.157 | |
| NDLSMethod Category=Deep learning and random-walk methods, Approach=Optimization-free (OpF)2026.02 | 0.412 | 0.247 | 0.139 | |
| GAEMethod Category=Deep learning and random-walk methods2026.02 | 0.406 | 0.215 | 0.157 | |
| NDLSMethod Category=Deep learning and random-walk methods, Approach=GAE2026.02 | 0.404 | 0.266 | 0.201 |