Attributed Graph Clustering on FILM
27.47ACCCDC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CDCVenue=TNNLS’252026.06 | 27.47 | 0.93 | 1.47 | |
| CONVERT2024.11 | 27.43 | 0.79 | 1.34 | |
| CONVERTVenue=MM’232026.06 | 27.43 | 0.79 | 1.34 | |
| HyReaL2024.11 | 26.84 | 1.39 | 1.74 | |
| AGREEVenue=Ours2026.06 | 26.81 | 1.47 | 1.78 | |
| GLACVenue=TAI’252026.06 | 26.47 | 0.5 | 0.84 | |
| CCGC2024.11 | 26.36 | 0.15 | 0.24 | |
| CCGCVenue=AAAI’232026.06 | 26.36 | 0.15 | 0.24 | |
| SCDGNVenue=MM’232026.06 | 26.32 | 1.04 | 0.35 | |
| DFCN2024.11 | 25.91 | 0.28 | 0.27 | |
| DFCNVenue=AAAI’212026.06 | 25.91 | 0.28 | 0.27 | |
| GAE2024.11 | 25.64 | 0.09 | 0.13 | |
| GAEVenue=Classical2026.06 | 25.64 | 0.09 | 0.13 | |
| DAEGC2024.11 | 24.61 | 0.09 | 0.15 | |
| DAEGCVenue=IJCAI’192026.06 | 24.61 | 0.09 | 0.15 | |
| ARVGAE2024.11 | 24.31 | 0.22 | 0.31 | |
| ARVGAEVenue=IJCAI’182026.06 | 24.31 | 0.22 | 0.31 | |
| K-Means2024.11 | 24.21 | 0.01 | 0 | |
| K-MeansVenue=Classical2026.06 | 24.21 | 0.01 | 0 | |
| Spectral-C2024.11 | 24.05 | 0.11 | -0.14 | |
| ARGAE2024.11 | 23.84 | 0.16 | 0.11 | |
| MAGIVenue=KDD’242026.06 | 23.62 | 0.26 | 0.18 | |
| EGAE2024.11 | 22.79 | 0.21 | 0.17 | |
| EGAEVenue=TNNLS’222026.06 | 22.79 | 0.21 | 0.17 | |
| VGAE2024.11 | 21.4 | 0.07 | 0.01 | |
| DESEVenue=KDD’252026.06 | 15.47 | 0.26 | 0.14 |