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ResearchFormerly WizWand

Transferability Estimation on ImageNet-C Severity 1 1.0

20.61Mean Correlation Improvement (MCI)S-OTDD
-2.71723.33899.39515.4511May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
S-OTDDArchitecture=DINOv32026.0520.61
S-OTDDArchitecture=CLIP2026.0519.2
LogMEArchitecture=DINOv32026.0517.06
LogMEArchitecture=CLIP2026.0513.43
Reg. H-ScoreArchitecture=CLIP2026.0512.44
NCEArchitecture=CLIP2026.0512.21
TransRateArchitecture=CLIP2026.0510.57
H-ScoreArchitecture=CLIP2026.059.46
LEEPArchitecture=CLIP2026.057.61
RADARArchitecture=CLIP2026.057.61
TransRateArchitecture=DINOv32026.057.54
LEEPArchitecture=DINOv32026.055.13
NCEArchitecture=DINOv32026.052.87
RADARArchitecture=DINOv32026.05-0.25
H-ScoreArchitecture=DINOv32026.05-1.1
Reg. H-ScoreArchitecture=DINOv32026.05-1.82