Generalized Category Discovery on CUB-200 New classes
79.4Clustering AccuracySelEx + CPF-GCD
Evaluation results
| Method | Links | |
|---|---|---|
| SelEx + CPF-GCDextension=CPF-GCD2026.07 | 79.4 | |
| SelExextension=None2026.07 | 74.7 | |
| ConGCD2026.07 | 67.8 | |
| InfoSieve2026.07 | 65.2 | |
| µGCD2026.07 | 64.6 | |
| SimGCD + CPF-GCDextension=CPF-GCD2026.07 | 63.1 | |
| CMS + CPF-GCDextension=CPF-GCD2026.07 | 62.9 | |
| PromptCAL2026.07 | 62.1 | |
| APL2026.07 | 62.1 | |
| LegoGCD + CPF-GCDextension=CPF-GCD2026.07 | 62 | |
| CMSextension=None2026.07 | 60.7 | |
| ProtoGCD2026.07 | 60.5 | |
| AMEND2026.07 | 59.6 | |
| SimGCDextension=None2026.07 | 58.9 | |
| LegoGCDextension=None2026.07 | 56.9 | |
| GCD2026.07 | 48.7 |