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Benchmarks
Anomaly Detection on LOCO few-shot
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73.5
Image AUROC
PromptAD
64.556
66.878
69.2
71.522
Apr 8, 2024
Image AUROC
Pixel AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Image AUROC
Pixel AUROC
PromptAD
Shot=4-shot
2024.04
73.5
74.5
PromptAD
Shot=2-shot
2024.04
72.6
74.1
WinCLIP+
Shot=4-shot
2024.04
71.3
72.8
PromptAD
Shot=1-shot
2024.04
71.2
73
WinCLIP+
Shot=2-shot
2024.04
69.7
71.9
PatchCore
Shot=4-shot
2024.04
68.7
72.2
WinCLIP+
Shot=1-shot
2024.04
68
71.2
PatchCore
Shot=2-shot
2024.04
65.4
71.5
PatchCore
Shot=1-shot
2024.04
64.9
70.3
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