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Benchmarks
Anomaly Detection on Real-IAD (AUROC, AP, F1-max)
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89.5
AUROC
Dinomaly
55.908
64.629
73.35
82.071
May 23, 2024
AUROC
AP
F1-max
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
AP
F1-max
Dinomaly
Scaled training schedu...
2024.05
89.5
86.9
80.4
Dinomaly
2024.05
89.3
86.8
80.2
ReContrast
Designed for MUAD=true
2024.05
86.4
84.2
77.4
MambaAD
Designed for MUAD=true
2024.05
86.3
84.6
77
UniAD
Designed for MUAD=true
2024.05
83
80.9
74.3
VITAD
Designed for MUAD=true
2024.05
82.7
80.2
73.7
RD4AD
2024.05
82.4
79
73.9
DeSTSeg
2024.05
82.3
79.2
73.2
DiAD
Designed for MUAD=true
2024.05
75.6
66.4
69.9
SimpleNet
2024.05
57.2
53.4
61.5
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