Image Classification on ImageNet-R (Metrics Aauc and Alast) benchmark leaderboard · SOTA2 Research

Image Classification on ImageNet-R (Metrics Aauc and Alast)

61.6AaucSinglePrompt

Evaluation Results

Method	Links
SinglePrompt2026.04		61.6	59.87
SinglePrompt2026.04		59	58.88
SinglePrompt2026.04		58.35	53.45
MISA2026.04		57.67	53.62
MISA2026.04		54.72	47.48
MVP2026.04		52.47	50.54
MISA2026.04		50.89	43.92
MVP2026.04		49.07	44.17
ER2026.04		45.74	38.13
ER-ACE2026.04		43.62	40.49
DER++2026.04		42.79	36.06
CLIB2026.04		42.69	35.43
ER-ACE2026.04		41.06	36.59
MVP2026.04		40.6	31.96
DER++2026.04		40.32	31.53
ER2026.04		40.31	28.85
DualPrompt2026.04		40.11	29.24
CLIB2026.04		37.18	29.51
LwF2026.04		31.61	20.62
EWC2026.04		31.58	20.72
L2P2026.04		29.65	19.55
Linear Probe2026.04		29.24	16.87
RM2026.04		27.88	24.25
RM2026.04		18.31	4.14
Finetuning2026.04		7.51	2.29