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ResearchFormerly WizWand

Anomaly Detection on TinyImageNet 20 classes

0.911AUROCBLISS
0.753960.794730.83550.87627Jul 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BLISSFeature Type=CLIP-based2024.070.911
DINO-FTFeature Type=Standard2024.070.902
GMMFeature Type=Standard2024.070.89
BCE-CLFeature Type=CLIP-based, Zero-shot=true2024.070.874
DN2Feature Type=Standard2024.070.847
CACFeature Type=CLIP-based2024.070.846
ZOCFeature Type=CLIP-based2024.070.846
LUNARFeature Type=Standard2024.070.834
MCMFeature Type=CLIP-based, Zero-shot=true2024.070.826
Biased-CLIPFeature Type=CLIP-based2024.070.813
LUNARFeature Type=CLIP-based2024.070.804
GMMFeature Type=CLIP-based2024.070.798
DN2Feature Type=CLIP-based2024.070.794
CSIFeature Type=Standard2024.070.769
CACFeature Type=Standard2024.070.76