Generalized Category Discovery on CUB-200 All classes
79.8Clustering AccuracySelEx + CPF-GCD
Evaluation results
| Method | Links | |
|---|---|---|
| SelEx + CPF-GCDextension=CPF-GCD2026.07 | 79.8 | |
| SelExextension=None2026.07 | 75.6 | |
| InfoSieve2026.07 | 69.4 | |
| ConGCD2026.07 | 68.1 | |
| CMS + CPF-GCDextension=CPF-GCD2026.07 | 66.8 | |
| LegoGCD + CPF-GCDextension=CPF-GCD2026.07 | 66 | |
| µGCD2026.07 | 65.7 | |
| CMSextension=None2026.07 | 65.7 | |
| AMEND2026.07 | 64.9 | |
| APL2026.07 | 64.5 | |
| SimGCD + CPF-GCDextension=CPF-GCD2026.07 | 63.9 | |
| ProtoGCD2026.07 | 63.2 | |
| PromptCAL2026.07 | 62.9 | |
| LegoGCDextension=None2026.07 | 61.9 | |
| SimGCDextension=None2026.07 | 61.2 | |
| GCD2026.07 | 51.3 |