Subgroup Discovery on MNIST Digit 7 (test)
92Subgroup B-ACCDeep UCSL
Evaluation results
| Method | Links | |
|---|---|---|
| Deep UCSL2026.05 | 92 | |
| Deep UCSLSinkhorn-Knopp (SK)=false2026.05 | 90.8 | |
| Deep UCSLpseudo-labels=hard2026.05 | 89.5 | |
| Deep UCSLpseudo-labels=soft2026.05 | 81.6 | |
| UCSL2026.05 | 81.5 | |
| SupConmorphological data augmentations=true2026.05 | 80.8 | |
| AE + K-Meansalgorithm_type=Unsupervised2026.05 | 77.6 | |
| WS-DeepClustering2026.05 | 74.4 | |
| PCLalgorithm_type=Unsupervised, morphological data augmentations=true2026.05 | 73.2 | |
| SimCLRalgorithm_type=Unsupervised, morphological data augmentations=true2026.05 | 72.1 | |
| SupCon2026.05 | 66.9 | |
| SimCLRalgorithm_type=Unsupervised2026.05 | 63.4 | |
| BCE + K-Means2026.05 | 63.3 | |
| SwAValgorithm_type=Unsupervised2026.05 | 60.1 | |
| SCANalgorithm_type=Unsupervised2026.05 | 59.7 | |
| PCLalgorithm_type=Unsupervised2026.05 | 55.5 | |
| BYOLalgorithm_type=Unsupervised2026.05 | 55.2 | |
| Deep Cluster-v2algorithm_type=Unsupervised2026.05 | 54 | |
| MoE2026.05 | 50 |