Generalized Category Discovery on CUB-200 Old classes
80.5Clustering AccuracySelEx + CPF-GCD
Evaluation Results
| Method | Links | |
|---|---|---|
| SelEx + CPF-GCDextension=CPF-GCD2026.07 | 80.5 | |
| InfoSieve2026.07 | 77.9 | |
| SelExextension=None2026.07 | 77.3 | |
| CMSextension=None2026.07 | 75.8 | |
| AMEND2026.07 | 75.6 | |
| CMS + CPF-GCDextension=CPF-GCD2026.07 | 74.8 | |
| LegoGCD + CPF-GCDextension=CPF-GCD2026.07 | 73.5 | |
| LegoGCDextension=None2026.07 | 71.9 | |
| ProtoGCD2026.07 | 68.5 | |
| ConGCD2026.07 | 68.5 | |
| APL2026.07 | 68.1 | |
| µGCD2026.07 | 68 | |
| SimGCDextension=None2026.07 | 65.8 | |
| SimGCD + CPF-GCDextension=CPF-GCD2026.07 | 65.5 | |
| PromptCAL2026.07 | 64.4 | |
| GCD2026.07 | 56.6 |