Generalized Category Discovery on Stanford-Cars All classes
60.1Clustering AccuracyAPL
Evaluation Results
| Method | Links | |
|---|---|---|
| APL2026.07 | 60.1 | |
| LegoGCD + CPF-GCDextension=CPF-GCD2026.07 | 59.7 | |
| ConGCD2026.07 | 59.1 | |
| SelEx + CPF-GCDextension=CPF-GCD2026.07 | 58.9 | |
| CMS + CPF-GCDextension=CPF-GCD2026.07 | 57.9 | |
| SimGCD + CPF-GCDextension=CPF-GCD2026.07 | 57.6 | |
| µGCD2026.07 | 56.5 | |
| AMEND2026.07 | 56.4 | |
| InfoSieve2026.07 | 55.7 | |
| SelExextension=None2026.07 | 55.5 | |
| SimGCDextension=None2026.07 | 54.6 | |
| ProtoGCD2026.07 | 53.8 | |
| LegoGCDextension=None2026.07 | 53.7 | |
| CMSextension=None2026.07 | 51.3 | |
| PromptCAL2026.07 | 50.2 | |
| GCD2026.07 | 39 |