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ResearchFormerly WizWand

Image Classification on Disentangling

88.3AccuracynTAS
48.46858.80969.1579.491Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
nTASModel=ViT-B/16, Protocol=Zero-shot2026.0788.3
DyslexifyModel=ViT-B/16, Protocol=Iterative evaluation2026.0785
Defense-PrefixModel=ViT-B/16, Protocol=Zero-shot2026.0784.4
DyslexifyModel=ViT-B/16, Protocol=Zero-shot2026.0783.9
nTASModel=ViT-H/14, Protocol=Zero-shot2026.0782.2
nTASModel=ViT-g/14, Protocol=Zero-shot2026.0781.7
nTASModel=Average, Protocol=Zero-shot2026.0778.7
Defense-PrefixModel=ViT-L/14, Protocol=Zero-shot2026.0777.2
DyslexifyModel=ViT-g/14, Protocol=Zero-shot2026.0775.6
nTASModel=ViT-bigG/14, Protocol=Zero-shot2026.0772.8
DyslexifyModel=ViT-H/14, Protocol=Iterative evaluation2026.0772.2
DyslexifyModel=Average, Protocol=Iterative evaluation2026.0770.7
DyslexifyModel=ViT-L/14, Protocol=Zero-shot2026.0768.9
DyslexifyModel=ViT-bigG/14, Protocol=Iterative evaluation2026.0768.3
nTASModel=ViT-L/14, Protocol=Zero-shot2026.0768.3
Defense-PrefixModel=Average, Protocol=Zero-shot2026.0767.8
DyslexifyModel=Average, Protocol=Zero-shot2026.0767.6
Defense-PrefixModel=ViT-H/14, Protocol=Zero-shot2026.0767.2
DyslexifyModel=ViT-g/14, Protocol=Iterative evaluation2026.0767.2
DyslexifyModel=ViT-L/14, Protocol=Iterative evaluation2026.0760.6
Defense-PrefixModel=ViT-g/14, Protocol=Zero-shot2026.0760
DyslexifyModel=ViT-bigG/14, Protocol=Zero-shot2026.0755.6
DyslexifyModel=ViT-H/14, Protocol=Zero-shot2026.0753.9
Defense-PrefixModel=ViT-bigG/14, Protocol=Zero-shot2026.0750