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ResearchFormerly WizWand

Image Classification on ImageNet I-Squawk (test)

80.6AccuracyDATM+Ours
-2.80818.84640.562.154Sep 30, 2025Nov 7, 2025Dec 16, 2025Jan 24, 2026Mar 3, 2026Apr 11, 2026May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DATM+OursIPC=102026.0380.6
SPEEDIPC=102026.0371.8
GSDDResolution=256x256, Distillation Algorithm=DM2025.0970.4
AutoPaletteIPC=102026.0368
FreDIPC=102026.0367.3
DDiFResolution=256x256, Distillation Algorithm=DM2025.0967
MTTIPC=50, Attack Type=Clean2026.0559.2
MTTIPC=50, Attack=Clean, ε=4/2552026.0559.2
C2RIPC=50, Attack Type=Clean2026.0558.9
C2RIPC=50, Attack=Clean, ε=4/2552026.0558.9
HaBaIPC=102026.0356.8
DATMIPC=102026.0356.3
MTTIPC=10, Attack Type=Clean2026.0555.6
MTTIPC=10, Attack=Clean, ε=4/2552026.0555.6
C2RIPC=10, Attack Type=Clean2026.0554.2
C2RIPC=10, Attack=Clean, ε=4/2552026.0554.2
MTTIPC=102026.0352.3
DDDistill. Alg.=MTT, IPC=10, Distill. Mode=DD, Architecture=ConvNet2026.0549.9
LatentDDResolution=256x256, Distillation Algorithm=DM2025.0947.1
IDCResolution=256x256, Distillation Algorithm=DM2025.0947
FreDResolution=256x256, Distillation Algorithm=DM2025.0943.1
DIVERDistill. Alg.=MTT, IPC=10, Distill. Mode=DIVER, Architecture=ConvNet2026.0539.1
MTTIPC=1, Attack Type=Clean2026.0539
MTTIPC=1, Attack=Clean, ε=4/2552026.0539
C2RIPC=1, Attack Type=Clean2026.0535
C2RIPC=1, Attack=Clean, ε=4/2552026.0535
DDDistill. Alg.=DM, IPC=10, Distill. Mode=DD, Architecture=ConvNet2026.0532.7
DIVERDistill. Alg.=DM, IPC=10, Distill. Mode=DIVER, Architecture=ConvNet2026.0531.2
VanillaResolution=256x256, Distillation Algorithm=DM2025.0927.6
DDDistill. Alg.=DM, IPC=1, Distill. Mode=DD, Architecture=ConvNet2026.0527.3
GLaDDistill. Alg.=DM, IPC=1, Distill. Mode=GLaD, Architecture=ConvNet2026.0523.2
DIVERDistill. Alg.=DM, IPC=1, Distill. Mode=DIVER, Architecture=ConvNet2026.0518.2
GLaDDistill. Alg.=MTT, IPC=1, Distill. Mode=GLaD, Architecture=ConvNet2026.0513.6
DDDistill. Alg.=MTT, IPC=1, Distill. Mode=DD, Architecture=ConvNet2026.0512
DIVERDistill. Alg.=MTT, IPC=1, Distill. Mode=DIVER, Architecture=ConvNet2026.0511.6
C2RIPC=50, Attack=Jitter, ε=4/2552026.057.3
MTTIPC=50, Attack=Jitter, ε=4/2552026.057
C2RIPC=10, Attack=Jitter, ε=4/2552026.057
C2RIPC=1, Attack=Jitter, ε=4/2552026.056.6
MTTIPC=10, Attack=Jitter, ε=4/2552026.056.4
MTTIPC=1, Attack=Jitter, ε=4/2552026.055.6
C2RIPC=10, Attack=FGSM, ε=4/2552026.054.9
C2RIPC=1, Attack=FGSM, ε=4/2552026.054.6
MTTIPC=10, Attack=FGSM, ε=4/2552026.054.4
MTTIPC=1, Attack=FGSM, ε=4/2552026.054.2
C2RIPC=50, Attack=FGSM, ε=4/2552026.054.2
MTTIPC=50, Attack=FGSM, ε=4/2552026.053.8
C2RIPC=10, Attack=CW, ε=4/2552026.053.1
C2RIPC=10, Attack=VMI, ε=4/2552026.053
MTTIPC=10, Attack=VMI, ε=4/2552026.052.8
C2RIPC=1, Attack=VMI, ε=4/2552026.052.7
MTTIPC=10, Attack=CW, ε=4/2552026.052.6
C2RIPC=10, Attack=PGD, ε=4/2552026.052.6
C2RIPC=1, Attack=CW, ε=4/2552026.052.6
MTTIPC=10, Attack=PGD, ε=4/2552026.052.4
MTTIPC=1, Attack=VMI, ε=4/2552026.052.4
C2RIPC=50, Attack=PGD, ε=4/2552026.052.4
MTTIPC=1, Attack=CW, ε=4/2552026.052.2
C2RIPC=50, Attack=CW, ε=4/2552026.052.1
MTTIPC=50, Attack=PGD, ε=4/2552026.052
C2RIPC=50, Attack=VMI, ε=4/2552026.052
C2RIPC=1, Attack=PGD, ε=4/2552026.051.9
MTTIPC=1, Attack=PGD, ε=4/2552026.051.8
MTTIPC=50, Attack=CW, ε=4/2552026.051.6
MTTIPC=50, Attack=VMI, ε=4/2552026.051.6
C2RIPC=50, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.051.1
MTTIPC=50, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.051
C2RIPC=10, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.050.7
MTTIPC=10, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.050.6
C2RIPC=1, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.050.5
MTTIPC=1, Attack Type=FGSM, Perturbation Magnitude (epsilon)=8/2552026.050.4