Few-Shot Class-Incremental Learning on MiniImageNet incremental static (Session Metrics) benchmark leaderboard · SOTA2 Research

Few-Shot Class-Incremental Learning on MiniImageNet incremental static (Session Metrics)

61.31Accuracy (Session 0)SAFA-SNN

Evaluation Results

Method	Links
SAFA-SNN2025.10		61.31	53.06	49.92	48.12	46.19	43.88	41.4	39.86	38.63	46.93	—
CEC2025.10		57.28	52.93	49.98	47.12	44.9	42.76	40.29	38.77	37.57	45.73	1.06
TEEN2025.10		55.32	44.89	42.23	41.12	39.19	37.49	35.59	34.34	33.34	40.72	5.29
FACT2025.10		54.51	43.91	41.16	39.27	37.68	35.8	33.95	32.64	31.82	38.97	6.81
WARP2025.10		50.24	25.84	24.13	22.34	21	19.97	18.75	18.38	17.66	24.7	20.97
CLOSER2025.10		48.07	44.54	41.89	40.16	38.28	36.41	34.54	33.39	32.67	38.66	5.96
S3C2025.10		41.01	12.56	17.43	29.85	24.01	25.87	21.32	30.95	28.5	25.28	10.13