Real-IAD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Localization | Real-IAD | P-AUROC98.9 | 43 | |
| Pixel-level Anomaly Detection | Real-IAD | AUROC99.1 | 22 | |
| Image-level Anomaly Detection | Real-IAD | AUROC89 | 22 | |
| Anomaly Detection | Real-IAD | AUROC90.8 | 20 | |
| Anomaly Detection | Real-IAD | AUROC (Image-level)0.883 | 18 | |
| Anomaly Detection | Real-IAD | I-AUROC84.3 | 18 | |
| Anomaly Localization | Real-IAD (test) | P-AUROC99 | 14 | |
| Anomaly Detection | Real-IAD (test) | I-AUROC90.5 | 14 | |
| Anomaly Detection | Real-IAD multi-class | mAD78.7 | 13 | |
| Anomaly Detection | Real-IAD | Image AUROC90.3 | 9 | |
| Unsupervised Anomaly Localization (Pixel-Level) | Real-IAD | AUC98.9 | 7 | |
| Industrial Anomaly Detection | Real-IAD (unified) | Image AUROC91.3 | 7 | |
| Anomaly Localization | Real-IAD 1.0 (test) | AUROC0.985 | 7 | |
| Anomaly Detection | Real-IAD 1.0 (test) | AUROC (%)87 | 7 | |
| Anomaly Segmentation | Real-IAD | AUROC (Pixel-Level)96.6 | 6 | |
| Anomaly Segmentation | Real IAD (test) | I-AUROC0.893 | 6 | |
| Anomaly Detection | Real-IAD single-class | Image-level AUROC0.912 | 6 | |
| Instance Segmentation | Real-IAD (test) | AP50 (Mask)84.5 | 5 | |
| Anomaly Detection | Real-IAD | I-AUROC92.1 | 5 | |
| Anomaly Detection and Localization | Real-IAD (test) | AUROC (Instance)79.3 | 3 | |
| Anomaly Detection | Real-IAD | I-AUC94 | 2 | |
| Anomaly Localization | Real-IAD single view | AUPRO87.5 | 2 | |
| Anomaly Detection | Real-IAD single view | AUROC88.6 | 2 |
Showing 23 of 23 rows