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Benchmarks
Anomaly Detection and Localization on MVTecLOCO (test)
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84.1
I-AUROC
ULSAD
60.6584
66.7442
72.83
78.9158
Oct 21, 2024
I-AUROC
P-AUROC
P-AUPRO
Updated 4d ago
Evaluation Results
Method
Method
Links
I-AUROC
P-AUROC
P-AUPRO
ULSAD
Throughput (img/s)=33....
2024.10
84.1
80.06
73.73
PatchCore
Throughput (img/s)=32....
2024.10
81.49
75.77
69.09
EffAD
Throughput (img/s)=23....
2024.10
80.62
70.36
66.96
CFLOW
Throughput (img/s)=11....
2024.10
73.62
76.99
66.93
DFR
Throughput (img/s)=15....
2024.10
72.87
61.72
69.78
FastFlow
Throughput (img/s)=30....
2024.10
71
75.55
53.04
PaDiM
Throughput (img/s)=33....
2024.10
68.38
71.32
67.97
DRÆM
Throughput (img/s)=10....
2024.10
62.35
63.69
40.06
RD
Throughput (img/s)=34....
2024.10
61.56
68.55
66.28
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