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ResearchFormerly WizWand

Image Classification on IN-100-Text

80.6AccuracynTAS
66.14469.89773.6577.403Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
nTASModel=ViT-bigG/14, Protocol=Zero-shot2026.0780.6
nTASModel=ViT-H/14, Protocol=Zero-shot2026.0779.1
nTASModel=Average, Protocol=Zero-shot2026.0777
nTASModel=ViT-g/14, Protocol=Zero-shot2026.0776.4
DyslexifyModel=ViT-g/14, Protocol=Zero-shot2026.0775
nTASModel=ViT-L/14, Protocol=Zero-shot2026.0774.9
DyslexifyModel=ViT-L/14, Protocol=Zero-shot2026.0774.4
nTASModel=ViT-B/16, Protocol=Zero-shot2026.0774.2
DyslexifyModel=ViT-B/16, Protocol=Zero-shot2026.0773.5
DyslexifyModel=Average, Protocol=Zero-shot2026.0772.8
Defense-PrefixModel=ViT-bigG/14, Protocol=Zero-shot2026.0771.7
Defense-PrefixModel=ViT-L/14, Protocol=Zero-shot2026.0771.6
DyslexifyModel=ViT-bigG/14, Protocol=Zero-shot2026.0770.6
Defense-PrefixModel=ViT-H/14, Protocol=Zero-shot2026.0770.4
DyslexifyModel=ViT-H/14, Protocol=Zero-shot2026.0770.3
Defense-PrefixModel=Average, Protocol=Zero-shot2026.0770.1
Defense-PrefixModel=ViT-B/16, Protocol=Zero-shot2026.0769.9
Defense-PrefixModel=ViT-g/14, Protocol=Zero-shot2026.0766.7