Continual Generalized Category Discovery on TinyImageNet benchmark leaderboard · SOTA2 Research

Continual Generalized Category Discovery on TinyImageNet

85.86Accuracy (Offline, All)SimGCD

Evaluation Results

Method	Links
SimGCD2026.07		85.86	66.95	79.94	2	57.81	66.98	2.8	52.7	59.83	2.77	45.01	50.29	2.8	41.59	45.79	3.8
FRoST2026.07		85.86	75.15	78.56	58.1	65.64	67.83	52.5	51.32	54.31	30.4	48.22	52.14	16.9	40.15	42.73	16.9
GM2026.07		85.86	76.42	82.4	46.5	68.87	73.82	39.2	58.68	63.43	25.4	52.86	57.21	18.1	46.9	50.62	13.4
Happy2026.07		85.26	76.67	81.72	51.4	69.5	82.32	37.45	61.78	79.94	31.5	56.17	78.36	28.43	51.99	76.6	27.38
VC-CGCD2026.07		85.15	77.15	80.88	58.5	70.54	81.38	43.45	63.52	78.88	37.93	57.56	77.68	32.4	53.25	75.98	30.52
VanillaGCD2026.07		84.2	55.93	58.92	41	54.96	58.58	33.2	52.82	55.74	32.4	48.81	51.46	27.6	45.94	48.06	26.9
MetaGCD2026.07		84.2	60.88	64.9	40.8	57.2	61.03	34.2	54.36	57.19	34.6	50.83	53.59	28.8	48.14	50.16	30
KMeans2026.07		61.7	35.42	35.46	35.2	34.99	35.75	30.4	34.8	36.07	25.9	34.77	35.9	24.9	34.62	35.63	25.5