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SOTA
异常检测
Anomaly Detection On Aebad S
Anomaly Detection On Aebad S
评估指标
Detection AUROC
Segmentation AUPRO
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
Detection AUROC
Segmentation AUPRO
Paper Title
Repository
MSFR
87.1
90.4
Multi-scale feature reconstruction network for industrial anomaly detection
-
MMR
84.7
89.1
Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction
ReverseDistillation
81.0
85.6
Anomaly Detection via Reverse Distillation from One-Class Embedding
PatchCore
71.0
87.8
Towards Total Recall in Industrial Anomaly Detection
DRAEM
62.5
63.6
DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection
-
NSA
56.7
45.9
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization
InTra
44.2
74.7
Inpainting Transformer for Anomaly Detection
RIAD
40.0
58.2
Reconstruction by Inpainting for Visual Anomaly Detection
-
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Anomaly Detection On Aebad S | SOTA | HyperAI超神经