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ResearchFormerly WizWand

Image Classification on RTA-100

76.2AccuracynTAS
57.37662.26367.1572.037Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
nTASModel=ViT-H/14, Protocol=Zero-shot2026.0776.2
nTASModel=ViT-bigG/14, Protocol=Zero-shot2026.0775.7
DyslexifyModel=ViT-bigG/14, Protocol=Iterative evaluation2026.0772.9
nTASModel=Average, Protocol=Zero-shot2026.0771.7
DyslexifyModel=ViT-L/14, Protocol=Iterative evaluation2026.0771
nTASModel=ViT-L/14, Protocol=Zero-shot2026.0768.9
nTASModel=ViT-g/14, Protocol=Zero-shot2026.0768.8
nTASModel=ViT-B/16, Protocol=Zero-shot2026.0768.7
DyslexifyModel=Average, Protocol=Iterative evaluation2026.0768.5
DyslexifyModel=ViT-B/16, Protocol=Iterative evaluation2026.0768.3
DyslexifyModel=ViT-H/14, Protocol=Iterative evaluation2026.0768.3
DyslexifyModel=ViT-B/16, Protocol=Zero-shot2026.0767.9
Defense-PrefixModel=ViT-bigG/14, Protocol=Zero-shot2026.0767.8
DyslexifyModel=ViT-bigG/14, Protocol=Zero-shot2026.0767.5
DyslexifyModel=ViT-g/14, Protocol=Zero-shot2026.0767
DyslexifyModel=Average, Protocol=Zero-shot2026.0767
DyslexifyModel=ViT-L/14, Protocol=Zero-shot2026.0766.6
DyslexifyModel=ViT-H/14, Protocol=Zero-shot2026.0766.1
Defense-PrefixModel=ViT-B/16, Protocol=Zero-shot2026.0765.6
Defense-PrefixModel=Average, Protocol=Zero-shot2026.0763.6
Defense-PrefixModel=ViT-H/14, Protocol=Zero-shot2026.0763.5
Defense-PrefixModel=ViT-L/14, Protocol=Zero-shot2026.0762.9
DyslexifyModel=ViT-g/14, Protocol=Iterative evaluation2026.0762
Defense-PrefixModel=ViT-g/14, Protocol=Zero-shot2026.0758.1