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Few-Shot Class-Incremental Learning on CUB200 (Session Harmonic Means and AHM)

80.9Base Accuracy

Mamba-FSCIL

Updated 3mo ago

Evaluation Results

Method	Links
Mamba-FSCIL 2025.06		80.9	76.94	65.33	58.07	57.31	56.47	57.99	58.33	57.26	58.36	58.95	60.5	61.67
FACL 2025.06		80.88	68.33	61.21	57.25	57.38	57.26	58.54	59.76	58.11	56.99	58.22	59.3	62.37
ConCM 2025.06		80.52	75.24	66.04	59.78	60.1	59.48	60.24	60.78	59.35	60.57	60.39	62.2	62.66
NC-FSCIL 2025.06		80.45	71.3	57.3	55.25	57.56	54.15	56.05	56.6	53.55	54.63	55.03	57.14	59.44
SAVC 2025.06		80	64.29	60.89	54.56	58.27	55.03	57.92	57.1	57.33	57.36	57.72	58.05	60.82
LIMIT 2025.06		79.63	61.11	57.19	50.7	52.4	50.52	51.4	52.78	51.36	52.5	53.56	53.35	57.81
ADBS 2025.06		79.45	66.4	61.02	54.46	59.29	55.59	57.34	58.1	57.69	57.09	56.96	58.4	60.16
CLOSER 2025.06		79.4	63.69	62.29	58.21	59.48	59.04	59.13	59.96	57.91	59.31	59.01	59.8	62.38
MetaNC 2025.06		78.84	68.9	58.11	47.36	49.38	46.59	47.46	46.73	44.88	45.68	45.03	50.01	50.62
PA 2025.06		78.5	60.97	58.53	54.32	57.02	54.68	56.01	55.86	55.02	53.89	53.91	56.03	58.89
iCaRL 2025.06		77.3	44.18	42.93	36.13	30.22	30.86	29.01	28.45	26.88	26.44	25.24	32.03	25.23
TEEN 2025.06		77.26	65.99	61.83	55.59	56.91	55.49	56.07	55.47	53.86	55.15	54.86	57.12	57.98
FACT 2025.06		77.23	62.16	57.86	50.47	52.21	50.58	51.55	52.01	50.29	51.74	51.58	53.05	56.39
BiDist 2025.06		75.98	63.32	56.73	50.35	53.08	49.5	49.76	50.74	48.64	50.98	50.87	52.4	56.98
CEC 2025.06		75.64	56.17	53.16	45.67	48.45	45.41	46.29	46.31	45.16	46.28	46.01	47.89	54.21
OrCo 2025.06		75.59	72.02	64.57	59.38	59.78	57.19	57.14	57.1	55.45	56.8	56.63	59.61	57.94
IW 2025.06		67.53	40.52	39.19	36.35	37.33	37.85	37.85	35.68	35.54	37.36	38.21	37.59	46.06