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ResearchFormerly WizWand

Image Classification and Watermark Verification on CIFAR-100

65.27AccuracyT2S
29.44238.743548.04557.3465Jun 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
T2SModel Extraction Attack=Knockoff (soft label)2026.0665.2795.42
SSW-SModel Extraction Attack=Knockoff (soft label)2026.0665.1592.73
ContentModel Extraction Attack=Knockoff (soft label)2026.0665.0734.69
SSW-PModel Extraction Attack=Knockoff (soft label)2026.0664.9891.24
EWEModel Extraction Attack=Knockoff (soft label)2026.0664.9350.76
SSW-SModel Extraction Attack=Knockoff (hard label)2026.0659.7134.75
T2SModel Extraction Attack=Knockoff (hard label)2026.0659.4968.68
SSW-PModel Extraction Attack=Knockoff (hard label)2026.0658.9815.41
ContentModel Extraction Attack=Knockoff (hard label)2026.0658.760
EWEModel Extraction Attack=Knockoff (hard label)2026.0657.873.62
SSW-PModel Extraction Attack=DFME2026.0636.83100
SSW-SModel Extraction Attack=DFME2026.0635.8100
EWEModel Extraction Attack=DFME2026.0635.5175.44
ContentModel Extraction Attack=DFME2026.0633.6472.03
T2SModel Extraction Attack=DFME2026.0630.82100