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ResearchFormerly WizWand

Few-Shot Class-Incremental Learning on miniImageNet (5-way 5-shot incremental)

84.78Accuracy S0BiAG

Evaluation results

Method	Links
BiAG2025.03		84.78	80.14	75.43	71.48	68.76	65.81	62.99	61.2	59.83	70.05	—	—
NC-FSCIL2025.03		84.02	76.8	72	67.83	66.35	64.04	61.46	59.54	58.31	67.82	2.23	1.52
YourSelf2025.03		84	77.6	73.7	70	68	64.9	62.1	59.8	59	68.8	1.25	0.83
Comp-FSCIL2025.03		82.78	77.82	73.7	70.57	68.26	65.11	62.19	60.12	59	68.84	1.21	0.83
KRRM2025.03		82.65	77.82	73.59	70.24	67.74	64.82	61.91	59.96	58.35	68.56	1.49	1.48
ALFSCIL2025.03		81.27	75.97	70.97	66.53	63.46	59.95	56.93	54.81	53.31	64.8	5.25	6.52
SVAC2025.03		81.12	76.14	72.43	68.92	66.48	62.95	59.92	58.39	57.11	67.05	3	2.72
ALICE2025.03		80.6	70.6	67.4	64.5	62.5	60	57.8	56.8	55.7	63.99	6.06	4.13
SoftNet2025.03		77.17	70.32	66.15	62.55	59.48	56.46	53.71	51.68	50.24	60.86	9.19	9.59
BiDist2025.03		76.65	70.42	66.29	62.77	60.75	57.24	54.79	53.65	52.22	61.64	8.41	7.61
GKEAL2025.03		73.59	68.9	65.33	62.29	59.39	56.7	54.2	52.29	51.31	60.45	9.6	8.52
CLOM2025.03		73.08	68.09	64.16	60.41	57.41	54.29	51.54	49.37	48	58.48	11.57	11.83
WaRP2025.03		72.99	68.1	64.31	61.3	58.64	56.08	53.4	51.72	50.65	59.69	10.36	9.18
FACT2025.03		72.56	69.63	66.38	62.77	60.6	57.33	54.34	52.16	50.49	60.69	9.36	9.34
MCNet2025.03		72.33	67.7	63.5	60.34	57.59	54.7	52.13	50.41	49.08	58.64	11.41	10.75
LIMIT2025.03		72.32	68.47	64.3	60.78	57.95	55.07	52.7	50.72	49.19	59.06	10.99	10.64
MetaFSCIL2025.03		72.04	67.94	63.77	60.29	57.58	55.16	52.9	50.79	49.19	58.85	11.2	10.64
CEC2025.03		72	66.83	62.97	59.43	56.7	53.73	51.19	49.24	47.63	57.75	12.3	12.2
ERL2025.03		61.7	56.4	54.45	51.2	47.8	45.19	44.26	41.51	39.69	49.13	20.92	20.14
SPPR2025.03		61.45	63.8	59.53	55.53	52.5	49.6	46.69	43.79	41.92	52.76	17.29	17.91
TOPIC2025.03		61.31	50.09	45.17	41.16	37.48	35.52	32.19	29.46	24.42	39.64	30.41	35.41