Few-Shot Class-Incremental Learning on CIFAR100 (8 Sessions Harmonic Mean) benchmark leaderboard · SOTA2 Research

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

83.65Base AccuracyFACL

Evaluation Results

Method	Links
FACL2025.06		83.65	34.79	33.9	30.12	30.09	29.31	29.24	31.38	30.17	31.13	56.74
ConCM2025.06		82.82	72.27	67.33	60.09	57.08	54.93	55.21	52.95	52.51	59.05	58.33
Mamaba-FSCIL2025.06		82.8	42.18	47.29	45.1	42.86	43.05	42.14	42.37	40.77	43.22	57.51
NC-FSCIL2025.06		82.52	56.66	54.41	49.7	45.27	44.36	46.65	44.22	41.87	47.89	56.11
ADBS2025.06		80.68	38.8	34.39	32.84	32.82	33.25	32.62	29.75	29.33	32.98	48.5
OrCo2025.06		80.08	72.11	63.92	56.9	55.23	53.38	54.03	51.78	49.57	57.12	52.19
CEC2025.06		79.63	41.98	39.18	34.25	33.27	33.84	33.49	32.9	32.16	34.45	49.08
MetaNC2025.06		79.17	31.13	25.75	31.6	22.87	18.34	19.26	28.4	27.04	25.55	51.99
BiDist2025.06		78.72	47.87	42.68	40.18	37.02	35.42	33.8	33.25	30.94	37.65	46.84
TEEN2025.06		78.47	46.66	40.28	36.88	35.32	35.55	36.28	35.43	34.97	37.67	51.62
FACT2025.06		78.32	42.85	38.21	33.03	32.35	31.71	34.15	33.37	33.62	34.91	51.83
SAVC2025.06		78.07	38.69	34.95	30.42	28.9	30.3	31.59	31.68	30.79	32.16	51.93
C-FSCIL2025.06		77.35	31.47	28.33	26.68	23.11	24.85	24.29	23.04	23.49	25.66	49.32
CLOSER2025.06		75.95	48.31	44.98	41.99	40.87	40.02	41.8	41.64	40.23	42.48	53.55
LIMIT2025.06		72.93	39.98	36.98	33.24	32.64	32.28	32.66	31.96	31.4	33.89	50.84