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Benchmarks
Image-level Anomaly Detection on MVTec 2-shot (test)
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95.7
AUROC
PromptAD
78.228
82.764
87.3
91.836
Apr 8, 2024
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
PromptAD
CLIP-based=true
2024.04
95.7
WinCLIP++
Public=CVPR 2023, CLIP...
2024.04
94.4
RWDA+
Public=BMVC'2023, CLIP...
2024.04
94
FastRcon
Public=ICCV'2023, CLIP...
2024.04
91
PatchCore
Public=CVPR 2022, CLIP...
2024.04
86.3
SPADE
Public=arXiv'2020, CLI...
2024.04
82.9
PaDiM
Public=ICPR'2020, CLIP...
2024.04
78.9
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