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ResearchFormerly WizWand

Image Classification on ImageWoof ImageNet-1K (test)

39.4AccuracyMTT
-1.5769.06219.730.338May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MTTIPC=50, Attack=Clean, ε=4/2552026.0539.4
MTTIPC=10, Attack=Clean, ε=4/2552026.0538
C2RIPC=50, Attack=Clean, ε=4/2552026.0537.4
C2RIPC=10, Attack=Clean, ε=4/2552026.0536.3
MTTIPC=1, Attack=Clean, ε=4/2552026.0530.4
C2RIPC=1, Attack=Clean, ε=4/2552026.0528.5
C2RIPC=1, Attack=FGSM, ε=4/2552026.053
MTTIPC=1, Attack=FGSM, ε=4/2552026.052.6
C2RIPC=1, Attack=PGD, ε=4/2552026.052.5
C2RIPC=1, Attack=VMI, ε=4/2552026.052.5
C2RIPC=10, Attack=Jitter, ε=4/2552026.052.5
MTTIPC=10, Attack=Jitter, ε=4/2552026.052.4
MTTIPC=1, Attack=Jitter, ε=4/2552026.052.2
C2RIPC=1, Attack=Jitter, ε=4/2552026.052.2
MTTIPC=1, Attack=PGD, ε=4/2552026.052
MTTIPC=1, Attack=VMI, ε=4/2552026.052
C2RIPC=1, Attack=CW, ε=4/2552026.051.8
MTTIPC=1, Attack=CW, ε=4/2552026.051.4
C2RIPC=10, Attack=FGSM, ε=4/2552026.051
MTTIPC=10, Attack=FGSM, ε=4/2552026.050.8
C2RIPC=10, Attack=VMI, ε=4/2552026.050.6
C2RIPC=10, Attack=PGD, ε=4/2552026.050.5
C2RIPC=10, Attack=CW, ε=4/2552026.050.5
MTTIPC=10, Attack=CW, ε=4/2552026.050.4
MTTIPC=10, Attack=VMI, ε=4/2552026.050.4
MTTIPC=50, Attack=Jitter, ε=4/2552026.050.4
C2RIPC=50, Attack=Jitter, ε=4/2552026.050.3
MTTIPC=10, Attack=PGD, ε=4/2552026.050.2
MTTIPC=50, Attack=FGSM, ε=4/2552026.050
MTTIPC=50, Attack=PGD, ε=4/2552026.050
MTTIPC=50, Attack=CW, ε=4/2552026.050
MTTIPC=50, Attack=VMI, ε=4/2552026.050
C2RIPC=50, Attack=FGSM, ε=4/2552026.050
C2RIPC=50, Attack=PGD, ε=4/2552026.050
C2RIPC=50, Attack=CW, ε=4/2552026.050
C2RIPC=50, Attack=VMI, ε=4/2552026.050