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ResearchFormerly WizWand

Image Classification on UTKFace (test)

76.22AccuracyDP-NGD
56.782461.828766.87571.9213Jul 7, 2026
Updated 3mo ago

Evaluation results

MethodLinks
DP-NGDBackbone=ResNet-20, Privacy Budget (epsilon)=8.02026.0776.22
DP-NGDBackbone=ResNet-20, Privacy Budget (epsilon)=6.02026.0776.05
AdaDPSBackbone=ResNet-20, Privacy Budget (epsilon)=8.02026.0775.58
GEPBackbone=ResNet-20, Privacy Budget (epsilon)=8.02026.0775.38
AdaDPSBackbone=ResNet-20, Privacy Budget (epsilon)=6.02026.0774.56
DP-SGD-PTBackbone=ResNet-20, Privacy Budget (epsilon)=8.02026.0774.55
GEPBackbone=ResNet-20, Privacy Budget (epsilon)=6.02026.0774.43
DP-SGDBackbone=ResNet-20, Privacy Budget (epsilon)=8.02026.0774.17
DP-NGDBackbone=ResNet-20, Privacy Budget (epsilon)=4.02026.0773.88
DP-SGD-PTBackbone=ResNet-20, Privacy Budget (epsilon)=6.02026.0773.29
DP-SGDBackbone=ResNet-20, Privacy Budget (epsilon)=6.02026.0773.1
GEPBackbone=ResNet-20, Privacy Budget (epsilon)=4.02026.0771.24
AdaDPSBackbone=ResNet-20, Privacy Budget (epsilon)=4.02026.0771.19
DP-SGD-PTBackbone=ResNet-20, Privacy Budget (epsilon)=4.02026.0770.32
DP-SGDBackbone=ResNet-20, Privacy Budget (epsilon)=4.02026.0770.15
DP-NGDBackbone=ResNet-20, Privacy Budget (epsilon)=2.02026.0770.01
AdaDPSBackbone=ResNet-20, Privacy Budget (epsilon)=2.02026.0768.49
GEPBackbone=ResNet-20, Privacy Budget (epsilon)=2.02026.0767.9
DP-SGD-PTBackbone=ResNet-20, Privacy Budget (epsilon)=2.02026.0765.46
DP-SGDBackbone=ResNet-20, Privacy Budget (epsilon)=2.02026.0765.02
DP-NGDBackbone=ResNet-20, Privacy Budget (epsilon)=1.02026.0762.95
AdaDPSBackbone=ResNet-20, Privacy Budget (epsilon)=1.02026.0758.75
GEPBackbone=ResNet-20, Privacy Budget (epsilon)=1.02026.0758.49
DP-SGD-PTBackbone=ResNet-20, Privacy Budget (epsilon)=1.02026.0758.2
DP-SGDBackbone=ResNet-20, Privacy Budget (epsilon)=1.02026.0757.53