Graph Clustering on Chameleon
21.62NMIPFGC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PFGC2024.03 | 21.62 | 41.28 | |
| SELENE2024.03 | 20.63 | 38.97 | |
| CDC2024.03 | 15.05 | 36.77 | |
| RGSL2024.03 | 12.79 | 38.52 | |
| CGC2024.03 | 11.59 | 36.43 | |
| FGC2024.03 | 11.25 | 36.5 | |
| DGCN2024.03 | 11.23 | 36.14 | |
| DCRN2024.03 | 9.11 | 34.52 | |
| DAEGC2024.03 | 6.45 | 32.06 | |
| MSGA2024.03 | 6.21 | 27.98 | |
| CGSD-CSpecevaluation protocol=K-Means with seed=0, n_init=10, k=c, seeds=mean over 52026.06 | 0.158 | — | |
| K-Meansevaluation protocol=K-Means with seed=0, n_init=10, k=c, seeds=mean over 52026.06 | 0.147 | — | |
| GraphMAEevaluation protocol=K-Means with seed=0, n_init=10, k=c, seeds=mean over 52026.06 | 0.131 | — | |
| Leidenevaluation protocol=K-Means with seed=0, n_init=10, k=c, seeds=mean over 52026.06 | 0.115 | — | |
| Louvainevaluation protocol=K-Means with seed=0, n_init=10, k=c, seeds=mean over 52026.06 | 0.108 | — | |
| DMoNevaluation protocol=K-Means with seed=0, n_init=10, k=c, seeds=mean over 52026.06 | 0.088 | — | |
| AGCevaluation protocol=K-Means with seed=0, n_init=10, k=c, seeds=mean over 52026.06 | 0.057 | — | |
| Spectralevaluation protocol=K-Means with seed=0, n_init=10, k=c, seeds=mean over 52026.06 | 0.056 | — | |
| DGIevaluation protocol=K-Means with seed=0, n_init=10, k=c, seeds=mean over 52026.06 | 0.044 | — | |
| GRACEevaluation protocol=K-Means with seed=0, n_init=10, k=c, seeds=mean over 52026.06 | 0.032 | — | |
| vGraphevaluation protocol=K-Means with seed=0, n_init=10, k=c, seeds=mean over 52026.06 | 0.03 | — | |
| AGC2023.12 | — | 35.78 | |
| BMGCN2023.12 | — | 50.17 | |
| GCN + Structure InducerStructure Inducer=LHS2023.12 | — | 52.37 | |
| SimP-GCN2023.12 | — | 46.44 |