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Benchmarks
Pixel-level Anomaly Detection on DTD-Synthetic
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97.9
AUROC
AdaCLIP
75.852
81.576
87.3
93.024
Jul 22, 2024
AUROC
Max F1
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
Max F1
AdaCLIP
supervised_training=true
2024.07
97.9
71.6
APRIL-GAN
supervised_training=true
2024.07
97.8
72.7
DINOV2
supervised_training=false
2024.07
97
63.4
SAM
supervised_training=false
2024.07
95
56.7
WinCLIP
supervised_training=false
2024.07
79.5
16.1
SAA
supervised_training=false
2024.07
76.7
60.6
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