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ResearchFormerly WizWand

Generalized Category Discovery on Scars

59.3All PerformanceLegoGCD

Evaluation results

Method	Links
LegoGCD2025.12		59.3	74.8	44.3
ReLKD2025.12		58.7	72.4	45.6
PromptCAL2025.12		53.8	70.3	37.8
SimGCD2025.12		53.5	71.4	44.7
TIDA2025.12		46	55.9	33.5
GCD2025.12		42.9	64.7	21.9
OpenNCD2025.12		40.2	57.1	25.7
DCCL2025.12		33.3	43.3	23.7
ORCA2025.12		29.1	50.2	16.5