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ResearchFormerly WizWand

Image Classification on CCC Medium

58.34AccuracyRMEMSAFE+ASR
24.342433.168741.99550.8213May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RMEMSAFE+ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0558.34
ROID + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0558.28
ROIDBackbone=ViT-B/16, Adaptation Protocol=Reset-free2026.0557.31
ROID + RDumbBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0556.94
RMEMSAFE, no ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0556.14
ETA + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0554.07
EATA + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0554.07
SourceBackbone=ViT-B/16, Adaptation Protocol=None2026.0548.56
RMEMSAFE+ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0548.38
ROID + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0547.2
ETA + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0546.42
EATA + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0546.38
RMEMSAFE, no ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0546.27
ROIDBackbone=ResNet-50, Adaptation Protocol=Reset-free2026.0545.76
ROID + RDumbBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0545.48
SourceBackbone=ResNet-50, Adaptation Protocol=None2026.0525.65