Attributed Graph Clustering on ACM
90.53AccuracyHyReaL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HyReaL2024.11 | 90.53 | 67.67 | 73.93 | |
| AGREEVenue=Ours2026.06 | 90.37 | 67.5 | 73.57 | |
| MAGIVenue=KDD’242026.06 | 89.37 | 66 | 71.22 | |
| CCGC2024.11 | 89.26 | 65.36 | 71.06 | |
| CCGCVenue=AAAI’232026.06 | 89.26 | 65.36 | 71.06 | |
| DESEVenue=KDD’252026.06 | 87.42 | 61.29 | 66.66 | |
| ARVGAE2024.11 | 86.94 | 58.2 | 64.94 | |
| ARVGAEVenue=IJCAI’182026.06 | 86.94 | 58.2 | 64.94 | |
| DFCN2024.11 | 86.04 | 59.66 | 63.94 | |
| DFCNVenue=AAAI’212026.06 | 86.04 | 59.66 | 63.94 | |
| EGAE2024.11 | 85.54 | 56.09 | 62.1 | |
| EGAEVenue=TNNLS’222026.06 | 85.54 | 56.09 | 62.1 | |
| SCDGNVenue=MM’232026.06 | 81.64 | 51.63 | 54.02 | |
| CONVERT2024.11 | 80.53 | 47.45 | 51.3 | |
| CONVERTVenue=MM’232026.06 | 80.53 | 47.45 | 51.3 | |
| ARGAE2024.11 | 78.56 | 44.88 | 46.36 | |
| CDCVenue=TNNLS’252026.06 | 75.19 | 53.51 | 54.54 | |
| DAEGC2024.11 | 74.61 | 47.92 | 48.7 | |
| DAEGCVenue=IJCAI’192026.06 | 74.61 | 47.92 | 48.7 | |
| Spectral-C2024.11 | 74.21 | 52.45 | 47.65 | |
| GLACVenue=TAI’252026.06 | 66.94 | 34.18 | 34.03 | |
| VGAE2024.11 | 59.88 | 18.78 | 15.59 | |
| GAE2024.11 | 44.22 | 14.67 | 3.66 | |
| GAEVenue=Classical2026.06 | 44.22 | 14.67 | 3.66 | |
| K-Means2024.11 | 36.78 | 0.82 | 0.24 | |
| K-MeansVenue=Classical2026.06 | 36.78 | 0.82 | 0.24 |