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ResearchFormerly WizWand

Image Classification on PAINT

79.6AccuracynTAS
60.46465.43270.475.368Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
nTASModel=ViT-bigG/14, Protocol=Zero-shot2026.0779.6
DyslexifyModel=ViT-g/14, Protocol=Zero-shot2026.0777.7
DyslexifyModel=ViT-L/14, Protocol=Iterative evaluation2026.0776.4
nTASModel=ViT-H/14, Protocol=Zero-shot2026.0775.7
nTASModel=ViT-g/14, Protocol=Zero-shot2026.0775.7
nTASModel=Average, Protocol=Zero-shot2026.0774.7
nTASModel=ViT-B/16, Protocol=Zero-shot2026.0773.8
DyslexifyModel=ViT-L/14, Protocol=Zero-shot2026.0772.8
DyslexifyModel=ViT-B/16, Protocol=Iterative evaluation2026.0772.7
DyslexifyModel=Average, Protocol=Iterative evaluation2026.0772.2
Defense-PrefixModel=ViT-L/14, Protocol=Zero-shot2026.0771.8
DyslexifyModel=ViT-g/14, Protocol=Iterative evaluation2026.0771.8
DyslexifyModel=ViT-H/14, Protocol=Iterative evaluation2026.0770.9
DyslexifyModel=Average, Protocol=Zero-shot2026.0770.1
DyslexifyModel=ViT-B/16, Protocol=Zero-shot2026.0769.9
DyslexifyModel=ViT-bigG/14, Protocol=Iterative evaluation2026.0769.1
Defense-PrefixModel=ViT-bigG/14, Protocol=Zero-shot2026.0768.9
DyslexifyModel=ViT-H/14, Protocol=Zero-shot2026.0768.9
nTASModel=ViT-L/14, Protocol=Zero-shot2026.0768.9
Defense-PrefixModel=ViT-B/16, Protocol=Zero-shot2026.0768
Defense-PrefixModel=Average, Protocol=Zero-shot2026.0767.8
Defense-PrefixModel=ViT-g/14, Protocol=Zero-shot2026.0766
Defense-PrefixModel=ViT-H/14, Protocol=Zero-shot2026.0764.1
DyslexifyModel=ViT-bigG/14, Protocol=Zero-shot2026.0761.2