Multi Class Anomaly Detection On Mvtec Ad
评估指标
Detection AUROC
Segmentation 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 | Segmentation AUROC | Paper Title | Repository |
|---|---|---|---|---|
| UniAD | 96.5 | 96.8 | A Unified Model for Multi-class Anomaly Detection | - |
| DiAD | 97.2 | 96.8 | DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection | |
| HVQ-Trans | 98.0 | 97.3 | Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection |
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