Generalized Category Discovery on FGVC-Aircraft New classes
59.2Clustering AccuracyConGCD
Evaluation Results
| Method | Links | |
|---|---|---|
| ConGCD2026.07 | 59.2 | |
| SelEx + CPF-GCDextension=CPF-GCD2026.07 | 58.1 | |
| SelExextension=None2026.07 | 57.3 | |
| APL2026.07 | 54.8 | |
| SimGCD + CPF-GCDextension=CPF-GCD2026.07 | 54.2 | |
| ProtoGCD2026.07 | 53.9 | |
| LegoGCD + CPF-GCDextension=CPF-GCD2026.07 | 53.2 | |
| µGCD2026.07 | 53 | |
| InfoSieve2026.07 | 52.5 | |
| PromptCAL2026.07 | 52.3 | |
| SimGCDextension=None2026.07 | 52.1 | |
| LegoGCDextension=None2026.07 | 50.6 | |
| AMEND2026.07 | 48.3 | |
| CMS + CPF-GCDextension=CPF-GCD2026.07 | 47 | |
| GCD2026.07 | 46.9 | |
| CMSextension=None2026.07 | 45.1 |