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Benchmarks
Anomaly Detection on MPDD few-shot
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87.2
Image AUROC
PromptAD
58.08
65.64
73.2
80.76
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
87.2
97.3
PromptAD
Shot=2-shot
2024.04
85.3
97.2
PromptAD
Shot=1-shot
2024.04
80.7
96.2
PatchCore
Shot=4-shot
2024.04
79.9
79.8
WinCLIP+
Shot=4-shot
2024.04
75.2
96
WinCLIP+
Shot=2-shot
2024.04
69.3
94.7
WinCLIP+
Shot=1-shot
2024.04
68.2
92.6
PatchCore
Shot=2-shot
2024.04
59.6
79.2
PatchCore
Shot=1-shot
2024.04
59.2
78.5
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