Continual Category Discovery on Average fine-grained benchmark leaderboard · SOTA2 Research

Continual Category Discovery on Average fine-grained

81.49cACC (All)PromptCCD++

Evaluation Results

Method	Links
PromptCCD++2024.07		81.49	85.56	80.08
Happy2024.07		77.26	85.62	74.62
PromptCCD2024.07		74.52	81.03	71.84
PromptCCD++2024.07		72.59	83.6	68.71
PromptCCD2024.07		71.15	78.24	68.67
GCD2024.07		69.75	81.54	65.43
Happy2024.07		69.66	78.94	66.11
Happy2024.07		67.72	78.92	62.38
PA-CGCD2024.07		66.09	82.38	60.39
MetaGCD2024.07		65.38	81.26	59.51
GCD2024.07		65.27	76.58	60.75
PromptCCD2024.07		65.2	75.5	61.46
MetaGCD2024.07		64.48	76.27	59.07
GCD w/replay2024.07		63.7	77.65	58.9
PA-CGCD2024.07		63.31	86.63	55.8
Grow & Merge2024.07		63.29	70.53	60.87
PA-CGCD2024.07		63.03	86.99	55.01
GCD2024.07		61.03	72.93	56.67
ORCA2024.07		58.17	64.6	54.72
MetaGCD2024.07		58.08	67.44	45.21
PromptCCD2024.07		50.72	67.44	45.21
Happy2024.07		49.62	67.81	42.29
PA-CGCD2024.07		48.2	76.93	39.63
GCD2024.07		47.19	65.06	41.38
GCD w/replay2024.07		46.72	65.07	40.53
SimGCD w/replay2024.07		43.62	61.36	37.11
MetaGCD2024.07		41.73	63.47	34.92
SimGCD w/replay2024.07		34.09	61.04	25.84
ORCA2024.07		31.1	41.77	28.06
SimGCD2024.07		31	36.47	28.56
Grow & Merge2024.07		30.61	44.54	26.41
SimGCD2024.07		29.98	45.3	25.28