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ResearchFormerly WizWand

Anomaly Detection on CIFAR-10 9 classes

96AUROCBLISS
74.57680.13885.791.262Jul 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BLISSFeature Type=CLIP-based2024.0796
BCE-CLFeature Type=CLIP-based, Zero-shot=true2024.0791.7
Biased-CLIPFeature Type=CLIP-based2024.0791.2
DINO-FTFeature Type=Standard2024.0789.5
GMMFeature Type=CLIP-based2024.0789.5
GMMFeature Type=Standard2024.0788
MCMFeature Type=CLIP-based, Zero-shot=true2024.0787.4
DN2Feature Type=Standard2024.0786
LUNARFeature Type=Standard2024.0785.8
LUNARFeature Type=CLIP-based2024.0785
DN2Feature Type=CLIP-based2024.0783.7
CACFeature Type=Standard2024.0775.4