Clustering on Wiki (ACC, NMI, PUR, F-score)
59.67AccuracySCMax
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCMaxSetting=Given-K2025.11 | 59.67 | 56.09 | 64.03 | 55.38 | |
| SCMax2025.11 | 59.67 | 56.09 | 64.03 | 55.38 | |
| RCLG2026.05 | 59.13 | 55.16 | — | 49.98 | |
| WGCN2026.05 | 58.44 | 55.06 | — | 48.66 | |
| MCGC2026.05 | 58.21 | 54.4 | — | 48.71 | |
| SCGC2026.05 | 57.07 | 52.8 | — | 46.27 | |
| DCGLPublication=AAAI’24, Setting=Given-K2025.11 | 55.34 | 53.56 | 61.79 | 54.28 | |
| FINCH2025.11 | 52.86 | 54.48 | 63.5 | 39.57 | |
| MAGI2026.05 | 52.21 | 52.49 | — | 43.88 | |
| MPAASL2025.11 | 50.56 | 53.22 | 64.97 | 28.95 | |
| FGC2026.05 | 49.57 | 49.01 | — | 40.15 | |
| BP2025.11 | 48.33 | 52.09 | 63.08 | 35.74 | |
| TC2025.11 | 46.82 | 52.84 | 66.43 | 25.34 | |
| AGC-DRR2026.05 | 43.75 | 41.54 | — | 33.17 | |
| SDCN2026.05 | 41.58 | 36.05 | — | 26.85 | |
| VGAER2026.05 | 41.53 | 36.37 | — | 36.56 | |
| AGC2026.05 | 38.01 | 36.26 | — | 28.06 | |
| DMACPublication=AAAI’25, Setting=Given-K2025.11 | 15.74 | 0 | 15.74 | 2.72 | |
| DeepDPM2025.11 | 15.74 | 0 | 15.74 | 2.72 | |
| Gauging-δ2025.11 | 15.74 | 0 | 15.74 | 2.72 | |
| COMIC2025.11 | 12.07 | 46.54 | 93.37 | 0.11 | |
| DenMune2025.11 | 10.19 | 41.51 | 69.33 | 0.69 | |
| AFCL2025.11 | 0.52 | 0.61 | 21.02 | 18.22 |