Generalized Category Discovery on FUSAR (Inductive) benchmark leaderboard · SOTA2 Research

Generalized Category Discovery on FUSAR (Inductive)

55.63Overall Performance (All Categories)MCPT

Evaluation Results

Method	Links
MCPT2026.04		55.63	57.98	44.44
ProtoGCD (w/ CM-PT)2026.04		53.05	58.75	25.93
ProtoGCD2026.04		52.73	57.2	31.48
MCPT2026.04		52.41	54.47	42.59
SimGCD2026.04		52.41	55.64	37.04
CMS2026.04		51.77	55.64	33.33
ProtoGCD2026.04		51.13	58.37	16.67
BKD-CL2026.04		51.13	56.03	27.78
SimGCD2026.04		50.8	53.7	37.04
BKD-CL2026.04		50.16	54.09	31.48
InfoSieve2026.04		50.16	53.31	35.19
CMS2026.04		49.2	55.64	18.52
InfoSieve2026.04		46.95	52.14	22.22
GCD2026.04		43.73	46.3	31.48
GCD2026.04		41.48	39.69	50