Generalized Category Discovery on FGVC-Aircraft All classes
61.8Clustering AccuracySelEx + CPF-GCD
Evaluation results
| Method | Links | |
|---|---|---|
| SelEx + CPF-GCDextension=CPF-GCD2026.07 | 61.8 | |
| SelExextension=None2026.07 | 61.1 | |
| ConGCD2026.07 | 59.7 | |
| ProtoGCD2026.07 | 56.8 | |
| APL2026.07 | 56.6 | |
| InfoSieve2026.07 | 56.3 | |
| LegoGCD + CPF-GCDextension=CPF-GCD2026.07 | 56.3 | |
| SimGCD + CPF-GCDextension=CPF-GCD2026.07 | 55.8 | |
| LegoGCDextension=None2026.07 | 54.6 | |
| SimGCDextension=None2026.07 | 54.5 | |
| µGCD2026.07 | 53.8 | |
| AMEND2026.07 | 52.8 | |
| PromptCAL2026.07 | 52.2 | |
| CMS + CPF-GCDextension=CPF-GCD2026.07 | 51.5 | |
| CMSextension=None2026.07 | 50.8 | |
| GCD2026.07 | 45 |