Few-Shot Class-Incremental Learning on ImageNet-1k benchmark leaderboard · SOTA2 Research

Few-Shot Class-Incremental Learning on ImageNet-1k

75.25Base AccuracyConCM

Evaluation Results

Method	Links
ConCM2025.06		75.25	66.04	58.69	54.46	51.11	49.1	46.33	43.95	42.87	51.56
NC-FSCIL2025.06		74.7	50.79	47.02	43.01	41.45	40.53	39.57	38.43	37.31	42.26
OrCo2025.06		74.47	53.26	41.65	39.99	41.22	40.23	39.32	38.91	37.66	41.55