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ResearchFormerly WizWand

Image Classification on CCC Hard

24.02AccuracyROID
0.42246.548712.67518.8013May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ROIDBackbone=ViT-B/16, Adaptation Protocol=Reset-free2026.0524.02
RMEMSAFE, no ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0523.64
ROID + RDumbBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0523.5
ETA + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0519.89
EATA + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0519.42
RMEMSAFE+ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0516.82
RMEMSAFE+ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0516.19
ROID + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.0515.96
ROID + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0515.44
ROIDBackbone=ResNet-50, Adaptation Protocol=Reset-free2026.0513.93
SourceBackbone=ViT-B/16, Adaptation Protocol=None2026.0513.42
RMEMSAFE, no ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0513.4
ROID + RDumbBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0513.23
EATA + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0511.11
ETA + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.0510.26
SourceBackbone=ResNet-50, Adaptation Protocol=None2026.051.33