10-way 5-shot Incremental Learning on CUB-200 2011 (test) benchmark leaderboard · SOTA2 Research

10-way 5-shot Incremental Learning on CUB-200 2011 (test)

81.07Accuracy S1F2M

Evaluation Results

Method	Links
F2M2021.10		81.07	78.16	75.57	72.89	70.86	68.17	67.01	65.26	63.36	61.76	60.26	-0.82
Rebalance2021.10		80.94	70.32	62.96	57.19	51.06	46.7	44.03	40.15	36.75	34.88	32.09	-28.99
Baseline2021.10		80.87	77.15	74.46	72.26	69.47	67.18	65.62	63.68	61.3	59.72	58.12	-2.96
cRT2021.10		80.83	78.51	76.12	73.93	71.46	68.96	67.73	66.75	64.22	62.53	61.08	—
Joint-training2021.10		80.83	77.57	74.11	70.75	68.52	65.97	64.58	62.22	60.18	58.49	56.78	-4.3
FSLL2021.10		80.83	77.38	72.37	71.84	67.51	65.3	63.75	61.16	59.05	58.03	55.82	-5.26
iCaRL2021.10		79.58	67.63	64.17	61.8	58.1	55.51	53.34	50.89	48.62	47.34	45.6	-15.48
IDLVQ-C2021.10		77.37	74.72	70.28	67.13	65.34	63.52	62.1	61.54	59.04	58.68	57.81	-3.27
FSLL+SS2021.10		75.63	71.81	68.16	64.32	62.61	60.1	58.82	58.7	56.45	56.41	55.82	-5.26
FSLL2021.10		72.77	69.33	65.51	62.66	61.1	58.65	57.78	57.26	55.59	55.39	54.21	-6.87
iCaRL2021.10		68.68	52.65	48.61	44.16	36.62	29.52	27.83	26.26	24.01	23.89	21.16	-39.92
Rebalance2021.10		68.68	57.12	44.21	28.78	26.71	25.66	24.62	21.52	20.12	20.06	19.87	-41.21
TOPIC2021.10		68.68	62.49	54.81	49.99	45.25	41.4	38.35	35.36	32.22	28.31	26.28	-34.8