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Few-Shot Class-Incremental Learning on CIFAR100 (8 Sessions Harmonic Mean)

83.65Base Accuracy

FACL

Updated 3mo ago

Evaluation Results

Method	Links
FACL 2025.06		83.65	34.79	33.9	30.12	30.09	29.31	29.24	31.38	30.17	31.13	56.74
ConCM 2025.06		82.82	72.27	67.33	60.09	57.08	54.93	55.21	52.95	52.51	59.05	58.33
Mamaba-FSCIL 2025.06		82.8	42.18	47.29	45.1	42.86	43.05	42.14	42.37	40.77	43.22	57.51
NC-FSCIL 2025.06		82.52	56.66	54.41	49.7	45.27	44.36	46.65	44.22	41.87	47.89	56.11
ADBS 2025.06		80.68	38.8	34.39	32.84	32.82	33.25	32.62	29.75	29.33	32.98	48.5
OrCo 2025.06		80.08	72.11	63.92	56.9	55.23	53.38	54.03	51.78	49.57	57.12	52.19
CEC 2025.06		79.63	41.98	39.18	34.25	33.27	33.84	33.49	32.9	32.16	34.45	49.08
MetaNC 2025.06		79.17	31.13	25.75	31.6	22.87	18.34	19.26	28.4	27.04	25.55	51.99
BiDist 2025.06		78.72	47.87	42.68	40.18	37.02	35.42	33.8	33.25	30.94	37.65	46.84
TEEN 2025.06		78.47	46.66	40.28	36.88	35.32	35.55	36.28	35.43	34.97	37.67	51.62
FACT 2025.06		78.32	42.85	38.21	33.03	32.35	31.71	34.15	33.37	33.62	34.91	51.83
SAVC 2025.06		78.07	38.69	34.95	30.42	28.9	30.3	31.59	31.68	30.79	32.16	51.93
C-FSCIL 2025.06		77.35	31.47	28.33	26.68	23.11	24.85	24.29	23.04	23.49	25.66	49.32
CLOSER 2025.06		75.95	48.31	44.98	41.99	40.87	40.02	41.8	41.64	40.23	42.48	53.55
LIMIT 2025.06		72.93	39.98	36.98	33.24	32.64	32.28	32.66	31.96	31.4	33.89	50.84