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ResearchFormerly WizWand

Full-spectrum Out-of-Distribution Detection on Texture (test)

43.83FPR@95CoRP
41.939254.702167.46580.2279May 8, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CoRPBackbone=DINOv2, Training Dataset=ImageNet-1k2026.0543.8385.45
OODDBackbone=DINOv2, Training Dataset=ImageNet-1k2026.0544.188.32
CoRPBackbone=ViT, Training Dataset=ImageNet-1k2026.0546.2884.64
OCOBackbone=DINOv2, Training Dataset=ImageNet-1k2026.0547.4486.58
OCOBackbone=ViT, Training Dataset=ImageNet-1k2026.0554.8280.67
FDBDBackbone=ViT, Training Dataset=ImageNet-1k2026.0555.5377.1
FDBDBackbone=DINOv2, Training Dataset=ImageNet-1k2026.0557.1179
OODDBackbone=ViT, Training Dataset=ImageNet-1k2026.0558.2169.15
NECOBackbone=ViT, Training Dataset=ImageNet-1k2026.0569.5772.08
SCALEBackbone=ViT, Training Dataset=ImageNet-1k2026.0570.8869.45
MaxLogitBackbone=ViT, Training Dataset=ImageNet-1k2026.0574.0769.63
EnergyBackbone=ViT, Training Dataset=ImageNet-1k2026.0574.2369.31
NNguideBackbone=DINOv2, Training Dataset=ImageNet-1k2026.0578.664.79
NECOBackbone=DINOv2, Training Dataset=ImageNet-1k2026.0579.0567.41
NNguideBackbone=ViT, Training Dataset=ImageNet-1k2026.0579.8968.92
SCALEBackbone=DINOv2, Training Dataset=ImageNet-1k2026.0580.3264.76
EnergyBackbone=DINOv2, Training Dataset=ImageNet-1k2026.0581.8365.03
MaxLogitBackbone=DINOv2, Training Dataset=ImageNet-1k2026.0582.0165.91
SHEBackbone=ViT, Training Dataset=ImageNet-1k2026.0590.1462.96
SHEBackbone=DINOv2, Training Dataset=ImageNet-1k2026.0591.156.71