Few-Shot Class-Incremental Learning on CUB200 2011 (test) benchmark leaderboard · SOTA2 Research

Few-Shot Class-Incremental Learning on CUB200 2011 (test)

77.26Accuracy (Session 0)TEEN

Evaluation Results

Method	Links
TEEN2023.12		77.26	76.13	72.81	68.16	67.77	64.4	63.25	62.29	61.19	60.32	59.31	18.13	—
FACT2023.12		75.9	73.23	70.84	66.13	65.56	62.15	61.74	59.83	58.41	57.89	56.94	18.96	0.83
CEC2023.12		75.85	71.94	68.5	63.5	62.43	58.27	57.73	55.81	54.83	53.52	52.28	23.57	5.44
Decoupled-Cosine2023.12		75.52	70.95	66.46	61.2	60.86	56.88	55.4	53.49	51.94	50.93	49.31	26.21	8.08
Decoupled-DeepEMD2023.12		75.35	70.69	66.68	62.34	59.76	56.54	54.61	52.52	50.73	49.2	47.6	27.75	9.62
Decoupled-NegCosine2023.12		74.96	70.57	66.62	61.32	60.09	56.06	55.03	52.78	51.5	50.08	48.47	26.49	7.36
iCaRL2023.12		68.68	52.65	48.61	44.16	36.62	29.52	27.83	26.26	24.01	23.89	21.16	47.52	29.39
EEIL2023.12		68.68	53.63	47.91	44.2	36.3	27.46	25.93	24.7	23.95	24.13	22.11	46.57	28.44
Rebalancing2023.12		68.68	57.12	44.21	28.78	26.71	25.66	24.62	21.52	20.12	20.06	19.87	48.81	30.68
TOPIC2023.12		68.68	62.49	54.81	49.99	45.25	41.4	38.35	35.36	32.22	28.31	26.26	42.4	24.27