Few-Shot Class-Incremental Learning on CUB-200 (Session Accuracies, AVG, and PD) benchmark leaderboard · SOTA2 Research

Few-Shot Class-Incremental Learning on CUB-200 (Session Accuracies, AVG, and PD)

80.92Session 0 AccuracyMamba-FSCIL

Evaluation Results

Method	Links
Mamba-FSCIL2024.07		80.92	76.28	73.03	70.12	67.77	65.72	65.29	64.05	62.35	62.14	61.52	68.11	19.4
NC-FSCIL2024.07		80.45	75.98	72.3	70.28	68.17	65.16	64.43	63.25	60.66	60.01	59.44	67.28	21.01
ALFSCIL2024.07		79.79	76.53	73.12	69.02	67.62	64.76	63.45	62.32	60.83	60.21	59.3	67	20.49
FeSSSS2024.07		79.6	73.46	70.32	66.38	63.97	59.63	58.19	57.56	55.01	54.31	52.98	62.85	26.62
ALICE2024.07		77.4	72.7	70.6	67.2	65.9	63.4	62.9	61.9	60.5	60.6	60.1	65.75	17.3
IDLVQ2024.07		77.37	74.72	70.28	67.13	65.34	63.52	62.1	61.54	59.04	58.68	57.81	65.23	19.56
Mamba-FSCIL2024.07		77.34	74.67	71.55	68.54	67.19	65.26	63.74	62.96	61.1	60.88	60.51	66.7	16.83
TEEN2024.07		77.26	76.13	72.81	68.16	67.77	64.4	63.25	62.29	61.19	60.32	59.31	66.63	17.95
LIMIT2024.07		76.32	74.18	72.68	69.19	68.79	65.64	63.57	62.69	61.47	60.44	58.45	66.67	17.87
DSN2024.07		76.06	72.18	69.57	66.68	64.42	62.12	60.16	58.94	56.99	55.1	54.21	63.31	21.85
Data-free2024.07		75.9	72.14	68.64	63.76	62.58	59.11	57.82	55.89	54.92	53.58	52.39	61.52	23.51
MetaFSCIL2024.07		75.9	72.41	68.78	64.78	62.96	59.99	58.3	56.85	54.78	53.82	52.64	61.93	23.26
FACT2024.07		75.9	73.23	70.84	66.13	65.56	62.15	61.74	59.83	58.41	57.89	56.94	64.42	18.96
CEC2024.07		75.85	71.94	68.5	63.5	62.43	58.27	57.73	55.81	54.83	53.52	52.28	61.33	23.57
MgSvF2024.07		72.29	70.53	67	64.92	62.67	61.89	59.63	59.15	57.73	55.92	54.33	62.37	17.96
LEC-Net2024.07		70.86	58.15	54.83	49.34	45.85	40.55	39.7	34.59	36.58	33.56	31.96	45.09	38.9
Mamba-FSCIL2024.07		70.38	63.86	60.26	60.94	57.55	56.98	57.82	55.06	53.4	53.26	52.87	58.4	17.51
SFbFSCIL2024.07		68.78	59.37	59.32	54.96	52.58	49.81	48.09	46.32	44.33	43.43	43.23	51.84	25.55
SPPR2024.07		68.68	61.85	57.43	52.68	50.19	46.88	44.65	43.07	40.17	39.63	37.33	49.32	31.35
TOPIC2024.07		68.68	62.49	54.81	49.99	45.25	41.4	38.35	35.36	32.22	28.31	26.28	43.92	42.4