Attributed Graph Clustering on CORA
75.82AccuracyAGREE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AGREEVenue=Ours2026.06 | 75.82 | 59.02 | 55.64 | |
| SCDGNVenue=MM’232026.06 | 74.3 | 56.06 | 51.75 | |
| HyReaL2024.11 | 73.28 | 56.22 | 51.34 | |
| EGAE2024.11 | 72.11 | 52.89 | 48.49 | |
| EGAEVenue=TNNLS’222026.06 | 72.11 | 52.89 | 48.49 | |
| CCGC2024.11 | 72 | 55.02 | 49.17 | |
| CCGCVenue=AAAI’232026.06 | 72 | 55.02 | 49.17 | |
| MAGIVenue=KDD’242026.06 | 67.78 | 50.56 | 44.45 | |
| ARVGAE2024.11 | 66.72 | 48.96 | 42.8 | |
| ARVGAEVenue=IJCAI’182026.06 | 66.72 | 48.96 | 42.8 | |
| CONVERT2024.11 | 66.34 | 46.84 | 40.13 | |
| CONVERTVenue=MM’232026.06 | 66.34 | 46.84 | 40.13 | |
| ARGAE2024.11 | 65.96 | 44.75 | 39.52 | |
| VGAE2024.11 | 63.47 | 45.45 | 39.01 | |
| CDCVenue=TNNLS’252026.06 | 55.86 | 41.37 | 30.24 | |
| GAE2024.11 | 49.47 | 40.86 | 22.49 | |
| GAEVenue=Classical2026.06 | 49.47 | 40.86 | 22.49 | |
| DFCN2024.11 | 45.94 | 36.46 | 23.95 | |
| DFCNVenue=AAAI’212026.06 | 45.94 | 36.46 | 23.95 | |
| DAEGC2024.11 | 45.3 | 25.88 | 20.09 | |
| DAEGCVenue=IJCAI’192026.06 | 45.3 | 25.88 | 20.09 | |
| GLACVenue=TAI’252026.06 | 41.11 | 23.71 | 18.38 | |
| K-Means2024.11 | 31.14 | 6.67 | 7.83 | |
| K-MeansVenue=Classical2026.06 | 31.14 | 6.67 | 7.83 | |
| Spectral-C2024.11 | 24.47 | 1.48 | -0.08 | |
| DESEVenue=KDD’252026.06 | 23.71 | 44.91 | 36.7 |