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ResearchFormerly WizWand

Image Classification on MNIST Deepfool perturbed (test)

98.54AccuracyrSDNet
6.624830.487454.3578.2126Mar 18, 2026
Updated 7mo ago

Evaluation results

MethodLinks
rSDNetbeta=0.5, lambda=0.52026.0398.54
rSDNetbeta=0.3, lambda=02026.0398.53
rSDNetbeta=0.3, lambda=-0.32026.0398.47
SCELoss Function=SCE, alpha=0.5, beta=12026.0398.46
rSDNetbeta=0.5, lambda=02026.0398.46
rSDNetbeta=0.3, lambda=0.52026.0398.46
FCLLoss Function=FCL, mu=02026.0398.44
rSDNetbeta=0.1, lambda=-0.32026.0398.44
rSDNetbeta=0.1, lambda=02026.0398.44
GCELoss Function=GCE, q=0.52026.0398.41
rSDNetbeta=0.7, lambda=0.52026.0398.41
rSDNetbeta=0.1, lambda=-0.52026.0398.38
rSDNetbeta=0.7, lambda=02026.0398.37
rSDNetbeta=0.9, lambda=-12026.0398.35
rSDNetbeta=0.5, lambda=-0.32026.0398.34
CCELoss Function=CCE2026.0398.33
FCLLoss Function=FCL, mu=0.252026.0398.31
rSDNetbeta=0.5, lambda=-12026.0398.3
rSDNetbeta=0.9, lambda=-0.32026.0398.29
rSDNetbeta=0.5, lambda=-0.72026.0398.26
rSDNetbeta=0.7, lambda=-0.32026.0398.26
rSDNetbeta=0.5, lambda=-0.52026.0398.25
rSDNetbeta=0.1, lambda=-0.72026.0398.23
rSDNetbeta=0.9, lambda=-0.52026.0398.23
rSDNetbeta=1, lambda=02026.0398.23
rSDNetbeta=0.3, lambda=-0.52026.0398.22
rSDNetbeta=0.9, lambda=0.52026.0398.22
rSDNetbeta=0.1, lambda=-12026.0398.21
rSDNetbeta=0.9, lambda=-0.72026.0398.19
rSDNetbeta=0.7, lambda=-0.52026.0398.18
rSDNetbeta=0.7, lambda=-0.72026.0398.17
rSDNetbeta=0.7, lambda=-12026.0398.14
rSDNetbeta=0.3, lambda=-12026.0398.12
GCELoss Function=GCE, q=0.72026.0398.11
rSDNetbeta=0.3, lambda=-0.72026.0398.08
MAELoss Function=MAE2026.0398.07
rSDNetbeta=0.1, lambda=0.52026.0397.71
TCCELoss Function=TCCE, alpha=0.12026.0395.74
TCCELoss Function=TCCE, alpha=0.22026.0391.47
TCCELoss Function=TCCE, alpha=0.32026.0387.33
FCLLoss Function=FCL, mu=0.752026.0310.25
FCLLoss Function=FCL, mu=0.52026.0310.16