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ResearchFormerly WizWand

Image Classification on ImageMeow

65.9AccuracyEDF
0.27617.31334.3551.387Oct 22, 2024Jan 25, 2025May 1, 2025Aug 5, 2025Nov 9, 2025Feb 13, 2026May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EDFIPC=3002024.1065.9
Fullmode=Full dataset training2024.1065.2
DATMIPC=3002024.1064.1
EDFIPC=2002024.1062.5
DATMIPC=2002024.1060.7
RandomIPC=3002024.1055.3
RandomIPC=2002024.1052.8
C2RAttack=Clean, IPC=502026.0544.6
MTTAttack=Clean, IPC=102026.0544.4
MTTAttack=Clean, IPC=502026.0544.2
C2RAttack=Clean, IPC=102026.0544.2
GSDDTest Net=ResNet182025.0940.9
DDiFTest Net=AlexNet2025.0940.3
GSDDTest Net=AlexNet2025.0938.1
DDiFTest Net=ResNet182025.0935.8
DDiFTest Net=VGG112025.0932
GSDDTest Net=VGG112025.0931.3
MTTAttack=Clean, IPC=12026.0531
FreDTest Net=ResNet182025.0929
IDCTest Net=ResNet182025.0928.2
C2RAttack=Clean, IPC=12026.0527.5
DDiFTest Net=ViT2025.0927
GSDDTest Net=ViT2025.0925.8
TMTest Net=ResNet182025.0922.8
IDCTest Net=ViT2025.0921.4
FreDTest Net=ViT2025.0919.7
TMTest Net=ViT2025.0918.6
IDCTest Net=AlexNet2025.0916.8
FreDTest Net=AlexNet2025.0914.4
TMTest Net=VGG112025.0913.8
FreDTest Net=VGG112025.0913.2
IDCTest Net=VGG112025.0913.1
C2RAttack=FGSM, IPC=102026.0510.6
C2RAttack=PGD, IPC=102026.0510
TMTest Net=AlexNet2025.099.8
C2RAttack=Jitter, IPC=102026.059.1
C2RAttack=CW, IPC=102026.058.6
MTTAttack=FGSM, IPC=102026.058
C2RAttack=FGSM, IPC=12026.057.5
C2RAttack=FGSM, IPC=502026.057.1
C2RAttack=VMI, IPC=102026.057.1
C2RAttack=Jitter, IPC=502026.057.1
C2RAttack=Jitter, IPC=12026.057
MTTAttack=Jitter, IPC=102026.056.4
C2RAttack=PGD, IPC=12026.056.2
C2RAttack=VMI, IPC=12026.056.2
C2RAttack=CW, IPC=12026.055.9
C2RAttack=CW, IPC=502026.055.9
C2RAttack=PGD, IPC=502026.055.7
MTTAttack=PGD, IPC=102026.055.6
MTTAttack=VMI, IPC=102026.055.6
MTTAttack=FGSM, IPC=12026.055.4
MTTAttack=CW, IPC=102026.055.2
MTTAttack=PGD, IPC=12026.055
MTTAttack=VMI, IPC=12026.055
MTTAttack=Jitter, IPC=12026.054.6
MTTAttack=Jitter, IPC=502026.054.6
MTTAttack=CW, IPC=12026.054.4
MTTAttack=FGSM, IPC=502026.054
C2RAttack=VMI, IPC=502026.053.1
MTTAttack=CW, IPC=502026.053
MTTAttack=PGD, IPC=502026.052.8
MTTAttack=VMI, IPC=502026.052.8