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ResearchFormerly WizWand

Anomaly Detection on CIFAR-10 6 classes

97.3AUROCBLISS
79.41284.05688.793.344Jul 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BLISSFeature Type=CLIP-based2024.0797.3
DINO-FTFeature Type=Standard2024.0794
BCE-CLFeature Type=CLIP-based, Zero-shot=true2024.0793.8
Biased-CLIPFeature Type=CLIP-based2024.0793.2
ZOCFeature Type=CLIP-based2024.0793
GMMFeature Type=Standard2024.0791.7
GMMFeature Type=CLIP-based2024.0791.7
MCMFeature Type=CLIP-based, Zero-shot=true2024.0789.8
DN2Feature Type=Standard2024.0789.3
CACFeature Type=CLIP-based2024.0789.3
LUNARFeature Type=Standard2024.0788.5
LUNARFeature Type=CLIP-based2024.0787.7
DN2Feature Type=CLIP-based2024.0787.6
CSIFeature Type=Standard2024.0787
CACFeature Type=Standard2024.0780.1