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ResearchFormerly WizWand

Image Classification on CIFAR-10 random 500 (test)

14.1AccuracySim-CLIP4
-0.5643.2437.0510.857Jul 20, 2024
Updated 6mo ago

Evaluation results

MethodLinks
Sim-CLIP4Zero-shot=true, Attack Type=l-infinity, Attack Strength (epsilon)=4/255, Training epsilon=4/2552024.0714.1
FARE4Zero-shot=true, Attack Type=l-infinity, Attack Strength (epsilon)=4/255, Training epsilon=4/2552024.0712.8
TeCoA4Zero-shot=true, Attack Type=l-infinity, Attack Strength (epsilon)=4/255, Training epsilon=4/2552024.078.4
Sim-CLIP2Zero-shot=true, Attack Type=l-infinity, Attack Strength (epsilon)=4/255, Training epsilon=2/2552024.076.5
TeCoA2Zero-shot=true, Attack Type=l-infinity, Attack Strength (epsilon)=4/255, Training epsilon=2/2552024.075.8
FARE2Zero-shot=true, Attack Type=l-infinity, Attack Strength (epsilon)=4/255, Training epsilon=2/2552024.074.8
CLIPZero-shot=true, Attack Type=l-infinity, Attack Strength (epsilon)=4/2552024.070