Our new X account is live! Follow @wizwand_team for updates

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

84.78Accuracy S0

BiAG

Updated 4d ago

Evaluation Results

Method	Links
BiAG 2025.03		84.78	80.14	75.43	71.48	68.76	65.81	62.99	61.2	59.83	70.05	-	-
NC-FSCIL 2025.03		84.02	76.8	72	67.83	66.35	64.04	61.46	59.54	58.31	67.82	2.23	1.52
YourSelf 2025.03		84	77.6	73.7	70	68	64.9	62.1	59.8	59	68.8	1.25	0.83
Comp-FSCIL 2025.03		82.78	77.82	73.7	70.57	68.26	65.11	62.19	60.12	59	68.84	1.21	0.83
KRRM 2025.03		82.65	77.82	73.59	70.24	67.74	64.82	61.91	59.96	58.35	68.56	1.49	1.48
ALFSCIL 2025.03		81.27	75.97	70.97	66.53	63.46	59.95	56.93	54.81	53.31	64.8	5.25	6.52
SVAC 2025.03		81.12	76.14	72.43	68.92	66.48	62.95	59.92	58.39	57.11	67.05	3	2.72
ALICE 2025.03		80.6	70.6	67.4	64.5	62.5	60	57.8	56.8	55.7	63.99	6.06	4.13
SoftNet 2025.03		77.17	70.32	66.15	62.55	59.48	56.46	53.71	51.68	50.24	60.86	9.19	9.59
BiDist 2025.03		76.65	70.42	66.29	62.77	60.75	57.24	54.79	53.65	52.22	61.64	8.41	7.61
GKEAL 2025.03		73.59	68.9	65.33	62.29	59.39	56.7	54.2	52.29	51.31	60.45	9.6	8.52
CLOM 2025.03		73.08	68.09	64.16	60.41	57.41	54.29	51.54	49.37	48	58.48	11.57	11.83
WaRP 2025.03		72.99	68.1	64.31	61.3	58.64	56.08	53.4	51.72	50.65	59.69	10.36	9.18
FACT 2025.03		72.56	69.63	66.38	62.77	60.6	57.33	54.34	52.16	50.49	60.69	9.36	9.34
MCNet 2025.03		72.33	67.7	63.5	60.34	57.59	54.7	52.13	50.41	49.08	58.64	11.41	10.75
LIMIT 2025.03		72.32	68.47	64.3	60.78	57.95	55.07	52.7	50.72	49.19	59.06	10.99	10.64
MetaFSCIL 2025.03		72.04	67.94	63.77	60.29	57.58	55.16	52.9	50.79	49.19	58.85	11.2	10.64
CEC 2025.03		72	66.83	62.97	59.43	56.7	53.73	51.19	49.24	47.63	57.75	12.3	12.2
ERL 2025.03		61.7	56.4	54.45	51.2	47.8	45.19	44.26	41.51	39.69	49.13	20.92	20.14
SPPR 2025.03		61.45	63.8	59.53	55.53	52.5	49.6	46.69	43.79	41.92	52.76	17.29	17.91
TOPIC 2025.03		61.31	50.09	45.17	41.16	37.48	35.52	32.19	29.46	24.42	39.64	30.41	35.41