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ResearchFormerly WizWand

Image Classification on ImageYellow ImageNet-1K subset (test)

66.2AccuracyMTT
-2.02415.68833.451.112May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MTTIPC=50, Attack Type=Clean2026.0566.2
MTTIPC=50, Attack=Clean, ε=4/2552026.0566.2
C2RIPC=50, Attack Type=Clean2026.0563.8
C2RIPC=50, Attack=Clean, ε=4/2552026.0563.8
MTTIPC=10, Attack Type=Clean2026.0563.4
MTTIPC=10, Attack=Clean, ε=4/2552026.0563.4
C2RIPC=10, Attack Type=Clean2026.0560.3
C2RIPC=10, Attack=Clean, ε=4/2552026.0560.3
MTTIPC=1, Attack Type=Clean2026.0544.6
MTTIPC=1, Attack=Clean, ε=4/2552026.0544.6
C2RIPC=1, Attack Type=Clean2026.0542.7
C2RIPC=1, Attack=Clean, ε=4/2552026.0542.7
C2RIPC=10, Attack=Jitter, ε=4/2552026.0512.2
MTTIPC=10, Attack=Jitter, ε=4/2552026.0511.4
C2RIPC=50, Attack=Jitter, ε=4/2552026.0511.2
MTTIPC=50, Attack=Jitter, ε=4/2552026.0510.4
C2RIPC=10, Attack=FGSM, ε=4/2552026.0510.4
C2RIPC=50, Attack=FGSM, ε=4/2552026.059.7
MTTIPC=10, Attack=FGSM, ε=4/2552026.059.4
MTTIPC=50, Attack=FGSM, ε=4/2552026.059
C2RIPC=1, Attack=Jitter, ε=4/2552026.058.3
MTTIPC=1, Attack=Jitter, ε=4/2552026.057.4
C2RIPC=1, Attack=FGSM, ε=4/2552026.057.2
C2RIPC=10, Attack=VMI, ε=4/2552026.056.5
MTTIPC=1, Attack=FGSM, ε=4/2552026.056.4
C2RIPC=10, Attack=CW, ε=4/2552026.056.1
MTTIPC=10, Attack=VMI, ε=4/2552026.055.8
C2RIPC=10, Attack=PGD, ε=4/2552026.055.7
MTTIPC=10, Attack=CW, ε=4/2552026.055.6
MTTIPC=10, Attack=PGD, ε=4/2552026.055
C2RIPC=50, Attack=PGD, ε=4/2552026.054.7
MTTIPC=50, Attack=PGD, ε=4/2552026.054.6
C2RIPC=1, Attack=VMI, ε=4/2552026.054.5
MTTIPC=1, Attack=VMI, ε=4/2552026.054
C2RIPC=50, Attack=CW, ε=4/2552026.054
C2RIPC=50, Attack=VMI, ε=4/2552026.053.9
MTTIPC=50, Attack=CW, ε=4/2552026.053.8
MTTIPC=50, Attack=VMI, ε=4/2552026.053.8
C2RIPC=1, Attack=PGD, ε=4/2552026.053.2
MTTIPC=1, Attack=PGD, ε=4/2552026.053
C2RIPC=1, Attack=CW, ε=4/2552026.052.7
MTTIPC=1, Attack=CW, ε=4/2552026.052.6
C2RIPC=10, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.052.2
MTTIPC=10, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.052
C2RIPC=50, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.051.9
MTTIPC=50, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.051.8
C2RIPC=1, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.050.8
MTTIPC=1, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.050.6