Generalized Category Discovery on Stanford-Cars New classes
53Clustering AccuracyLegoGCD + CPF-GCD
Evaluation results
| Method | Links | |
|---|---|---|
| LegoGCD + CPF-GCDextension=CPF-GCD2026.07 | 53 | |
| APL2026.07 | 51.2 | |
| µGCD2026.07 | 50.9 | |
| ConGCD2026.07 | 49.8 | |
| SimGCD + CPF-GCDextension=CPF-GCD2026.07 | 49.8 | |
| SelEx + CPF-GCDextension=CPF-GCD2026.07 | 49.2 | |
| AMEND2026.07 | 48.2 | |
| CMS + CPF-GCDextension=CPF-GCD2026.07 | 48 | |
| InfoSieve2026.07 | 46.4 | |
| SimGCDextension=None2026.07 | 45.7 | |
| LegoGCDextension=None2026.07 | 44.9 | |
| SelExextension=None2026.07 | 44.8 | |
| ProtoGCD2026.07 | 44.2 | |
| PromptCAL2026.07 | 40.6 | |
| CMSextension=None2026.07 | 40.6 | |
| GCD2026.07 | 29.9 |