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ResearchFormerly WizWand

Image Classification on ImageNette ImageNet-1K (test)

67.6AccuracyMTT
-2.49615.70233.952.098May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MTTIPC=50, Attack Type=Clean2026.0567.6
MTTIPC=50, Attack=Clean, ε=4/2552026.0567.6
MTTIPC=10, Attack Type=Clean2026.0566.4
MTTIPC=10, Attack=Clean, ε=4/2552026.0566.4
C2RIPC=50, Attack Type=Clean2026.0564.7
C2RIPC=50, Attack=Clean, ε=4/2552026.0564.7
C2RIPC=10, Attack Type=Clean2026.0563.8
C2RIPC=10, Attack=Clean, ε=4/2552026.0563.8
MTTIPC=1, Attack Type=Clean2026.0548.2
MTTIPC=1, Attack=Clean, ε=4/2552026.0548.2
C2RIPC=1, Attack Type=Clean2026.0544.1
C2RIPC=1, Attack=Clean, ε=4/2552026.0544.1
C2RIPC=50, Attack=Jitter, ε=4/2552026.0513.5
MTTIPC=50, Attack=Jitter, ε=4/2552026.0513
C2RIPC=10, Attack=Jitter, ε=4/2552026.0513
MTTIPC=10, Attack=Jitter, ε=4/2552026.0512.2
C2RIPC=10, Attack Type=Jitter2026.0512.1
MTTIPC=10, Attack Type=Jitter2026.0511.4
C2RIPC=10, Attack=FGSM, ε=4/2552026.0511.3
C2RIPC=50, Attack Type=Jitter2026.0510.8
MTTIPC=10, Attack=FGSM, ε=4/2552026.0510.8
MTTIPC=50, Attack Type=Jitter2026.059.8
C2RIPC=50, Attack=FGSM, ε=4/2552026.059.3
C2RIPC=1, Attack=Jitter, ε=4/2552026.059
MTTIPC=50, Attack=FGSM, ε=4/2552026.058.4
C2RIPC=1, Attack=FGSM, ε=4/2552026.058.3
MTTIPC=1, Attack=Jitter, ε=4/2552026.058
C2RIPC=1, Attack Type=Jitter2026.057.5
MTTIPC=1, Attack=FGSM, ε=4/2552026.057.4
MTTIPC=1, Attack Type=Jitter2026.056.6
C2RIPC=1, Attack=PGD, ε=4/2552026.056.2
C2RIPC=1, Attack=VMI, ε=4/2552026.056.2
C2RIPC=10, Attack=VMI, ε=4/2552026.056
MTTIPC=1, Attack=VMI, ε=4/2552026.055.6
MTTIPC=1, Attack=PGD, ε=4/2552026.055.4
MTTIPC=10, Attack=VMI, ε=4/2552026.055.4
C2RIPC=10, Attack=CW, ε=4/2552026.055.2
C2RIPC=10, Attack=PGD, ε=4/2552026.055.1
C2RIPC=1, Attack=CW, ε=4/2552026.055
MTTIPC=1, Attack=CW, ε=4/2552026.054.8
MTTIPC=10, Attack=PGD, ε=4/2552026.054.6
MTTIPC=10, Attack=CW, ε=4/2552026.054.6
C2RIPC=50, Attack=PGD, ε=4/2552026.053
MTTIPC=50, Attack=PGD, ε=4/2552026.052.6
C2RIPC=50, Attack=VMI, ε=4/2552026.052.6
C2RIPC=50, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.052.1
MTTIPC=50, Attack=VMI, ε=4/2552026.052
MTTIPC=50, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.051.8
C2RIPC=50, Attack=CW, ε=4/2552026.051.8
C2RIPC=50, Attack Type=PGD, Perturbation Magnitude (epsilon)=8/2552026.051.4
MTTIPC=50, Attack=CW, ε=4/2552026.051.4
C2RIPC=1, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.051.3
MTTIPC=1, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.051.2
MTTIPC=50, Attack Type=PGD, Perturbation Magnitude (epsilon)=8/2552026.051.2
C2RIPC=10, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.050.9
MTTIPC=10, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.050.8
C2RIPC=1, Attack Type=VMI, Perturbation Magnitude (epsilon)=8/2552026.050.7
C2RIPC=10, Attack Type=PGD, Perturbation Magnitude (epsilon)=8/2552026.050.6
C2RIPC=50, Attack Type=CW, Perturbation Magnitude (epsilon)=8/2552026.050.5
C2RIPC=10, Attack Type=VMI, Perturbation Magnitude (epsilon)=8/2552026.050.5
MTTIPC=1, Attack Type=VMI, Perturbation Magnitude (epsilon)=8/2552026.050.4
C2RIPC=1, Attack Type=PGD, Perturbation Magnitude (epsilon)=8/2552026.050.4
C2RIPC=1, Attack Type=CW, Perturbation Magnitude (epsilon)=8/2552026.050.4
C2RIPC=10, Attack Type=CW, Perturbation Magnitude (epsilon)=8/2552026.050.4
C2RIPC=50, Attack Type=VMI, Perturbation Magnitude (epsilon)=8/2552026.050.3
MTTIPC=1, Attack Type=PGD, Perturbation Magnitude (epsilon)=8/2552026.050.2
MTTIPC=10, Attack Type=PGD, Perturbation Magnitude (epsilon)=8/2552026.050.2
MTTIPC=1, Attack Type=CW, Perturbation Magnitude (epsilon)=8/2552026.050.2
MTTIPC=10, Attack Type=CW, Perturbation Magnitude (epsilon)=8/2552026.050.2
MTTIPC=50, Attack Type=CW, Perturbation Magnitude (epsilon)=8/2552026.050.2
MTTIPC=10, Attack Type=VMI, Perturbation Magnitude (epsilon)=8/2552026.050.2
MTTIPC=50, Attack Type=VMI, Perturbation Magnitude (epsilon)=8/2552026.050.2