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HyperAI超神经

Anomaly Detection On Aebad V

评估指标

Detection AUROC

评测结果

各个模型在此基准测试上的表现结果

模型名称	Detection AUROC	Paper Title	Repository
RIAD	56.1	Reconstruction by Inpainting for Visual Anomaly Detection
DRAEM	68.1	DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection
ReverseDistillation	71.0	Anomaly Detection via Reverse Distillation from One-Class Embedding
NSA	64.6	Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization
InTra	54.1	Inpainting Transformer for Anomaly Detection
PatchCore	70.7	Towards Total Recall in Industrial Anomaly Detection
MMR	78.2	Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction

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