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ResearchFormerly WizWand

Image Classification on ImageYellow

84.2AccuracyEDF
8.07227.83647.667.364Oct 22, 2024Jan 25, 2025May 1, 2025Aug 5, 2025Nov 9, 2025Feb 13, 2026May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EDFIPC=3002024.1084.2
Fullmode=Full dataset training2024.1083.2
DATMIPC=3002024.1082.1
EDFIPC=2002024.1081
DATMIPC=2002024.1079.3
RandomIPC=3002024.1072.8
RandomIPC=2002024.1070.5
MTTAttack=Clean, IPC=502026.0566.2
C2RAttack=Clean, IPC=502026.0563.8
MTTAttack=Clean, IPC=102026.0563.4
C2RAttack=Clean, IPC=102026.0560.3
GSDDTest Net=VGG112025.0957.3
DDiFTest Net=AlexNet2025.0956.2
DDiFTest Net=ResNet182025.0955.9
GSDDTest Net=ResNet182025.0955.9
GSDDTest Net=AlexNet2025.0953.5
FreDTest Net=ResNet182025.0949.3
DDiFTest Net=ViT2025.0947.9
GSDDTest Net=ViT2025.0947.6
MTTAttack=Clean, IPC=12026.0544.6
DDiFTest Net=VGG112025.0944.2
IDCTest Net=ResNet182025.0944.2
TMTest Net=ResNet182025.0943.4
C2RAttack=Clean, IPC=12026.0542.7
FreDTest Net=ViT2025.0937.6
IDCTest Net=ViT2025.0930.3
C2RAttack=FGSM, IPC=102026.0525.9
C2RAttack=FGSM, IPC=502026.0525.3
C2RAttack=Jitter, IPC=102026.0524.3
MTTAttack=FGSM, IPC=102026.0523.4
C2RAttack=Jitter, IPC=502026.0523.1
C2RAttack=VMI, IPC=102026.0522.1
MTTAttack=FGSM, IPC=502026.0521.2
C2RAttack=CW, IPC=102026.0521.1
MTTAttack=Jitter, IPC=102026.0521
IDCTest Net=AlexNet2025.0920.6
C2RAttack=CW, IPC=502026.0520.4
MTTAttack=Jitter, IPC=502026.0520.2
C2RAttack=PGD, IPC=102026.0520.2
C2RAttack=PGD, IPC=502026.0520
FreDTest Net=AlexNet2025.0919.8
MTTAttack=VMI, IPC=102026.0519
C2RAttack=VMI, IPC=502026.0519
MTTAttack=PGD, IPC=102026.0518.8
FreDTest Net=VGG112025.0918.2
MTTAttack=CW, IPC=102026.0518.2
TMTest Net=ViT2025.0918.1
C2RAttack=FGSM, IPC=12026.0518.1
MTTAttack=PGD, IPC=502026.0517.4
MTTAttack=VMI, IPC=502026.0517.4
MTTAttack=FGSM, IPC=12026.0517.2
MTTAttack=CW, IPC=502026.0517.2
C2RAttack=Jitter, IPC=12026.0517.1
TMTest Net=VGG112025.0916.9
C2RAttack=PGD, IPC=12026.0516.9
IDCTest Net=VGG112025.0916.8
C2RAttack=VMI, IPC=12026.0516.5
C2RAttack=CW, IPC=12026.0516.1
MTTAttack=PGD, IPC=12026.0515.8
MTTAttack=VMI, IPC=12026.0515.8
MTTAttack=Jitter, IPC=12026.0515.4
MTTAttack=CW, IPC=12026.0514.4
TMTest Net=AlexNet2025.0911