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CRAS

Reported on 8 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology12 results

Anomaly DetectiononITDD
Detection AUROC· 2025-05-23
99.6
SOTA
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551
Anomaly DetectiononITDD
Segmentation AUROC· 2025-05-23
98
SOTA
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551
Anomaly DetectiononMPDD
Detection AUROC· 2025-05-23
98.8
best: 99.6 (GLASS)
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551
Anomaly DetectiononMPDD
Segmentation AUROC· 2025-05-23
98.7
best: 99.4 (GLASS)
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551
Anomaly DetectiononMVTec AD
Detection AUROC· 2025-05-23
99.7
best: 99.9 (GLASS)
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551
Anomaly DetectiononMVTec AD
Segmentation AUROC· 2025-05-23
98.4
best: 99.7 (WeakREST-Block)
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551
Anomaly DetectiononVisA
Detection AUROC· 2025-05-23
97
best: 99.8 (UniNet)
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551
Anomaly DetectiononVisA
Segmentation AUROC· 2025-05-23
98.4
best: 99.1 (Dinomaly ViT-L (model-unified multi-class))
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551
Anomaly DetectiononMVTec AD
Detection AUROC· 2025-05-23
98.3
best: 99.9 (GLASS)
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551
Anomaly DetectiononMVTec AD
Segmentation AUROC· 2025-05-23
98
best: 99.7 (WeakREST-Block)
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551
Anomaly DetectiononITDD
Detection AUROC· 2025-05-23
99.4
best: 99.6
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551
Anomaly DetectiononITDD
Segmentation AUROC· 2025-05-23
97.8
best: 98
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection arXiv:2505.17551