Clustering on MNIST (ACC, NMI, PUR, F-score)
62.46Accuracy (ACC)DCGL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DCGLPublication=AAAI’24, Setting=Given-K2025.11 | 62.46 | 66.21 | 67.12 | 62.06 | |
| SCMaxSetting=Given-K2025.11 | 60.04 | 70.21 | 76.58 | 45.53 | |
| SCMax2025.11 | 60.04 | 70.21 | 76.58 | 45.53 | |
| MPAASL2025.11 | 59.46 | 73.85 | 87.38 | 36.03 | |
| BP2025.11 | 50.04 | 60.05 | 50.04 | 42.55 | |
| TC2025.11 | 47.52 | 63.21 | 82.28 | 23.18 | |
| FINCH2025.11 | 19.68 | 35.62 | 19.68 | 7.41 | |
| COMIC2025.11 | 10.28 | 1.09 | 10.52 | 1.21 | |
| DMACPublication=AAAI’25, Setting=Given-K2025.11 | 10 | 0 | 10 | 1.82 | |
| DeepDPM2025.11 | 10 | 0 | 10 | 1.82 | |
| Gauging-δ2025.11 | 10 | 0 | 10 | 1.82 | |
| AFCL2025.11 | 10 | 0 | 21.78 | 15.4 | |
| DenMune2025.11 | 9.1 | 49.46 | 87.08 | 0.35 |