Image Classification on ImageNet distribution shift 1k A K R V (val test) benchmark leaderboard · SOTA2 Research

Image Classification on ImageNet distribution shift 1k A K R V (val test)

65.55Top-1 Acc (ImageNet)FCL (Ours)

Evaluation Results

Method	Links
FCL (Ours)2026.02		65.55	42.66	43.49	71.4	59.01	56.42	54.14
ZERO2026.02		65.29	40.48	43.65	70.76	58.91	55.82	53.45
MTA2026.02		65.02	38.03	43.45	70.37	58.21	55.02	52.52
TTL2026.02		64.99	39.65	43.84	71.16	58.91	55.71	53.39
TPS2026.02		64.77	38.61	43.14	70.21	57.75	54.9	52.43
R-TPT2026.02		64.25	36.61	41.6	69.94	57.96	54.07	51.53
C-TPT2026.02		63.85	32.43	42.18	68.45	56.42	52.67	49.87
RLCF2026.02		63.64	37.49	42.75	70.45	57.38	54.34	52.02
TPT2026.02		63.47	34.68	41.67	69.01	56.85	53.14	50.55
CLIP2026.02		62.04	29.53	40.84	66.23	54.77	50.68	47.84