RESC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Segmentation | RESC | AUC99.45 | 74 | |
| Anomaly Classification | RESC | AUC (%)99.11 | 68 | |
| Anomaly Detection | RESC | AUROC (Image-level, det.)97.3 | 58 | |
| Pixel-level Anomaly Localization | RESC | P-PRO86.8 | 27 | |
| Anomaly Detection | RESC BMAD (test) | AUROC (Image-level)0.928 | 18 | |
| Image-level Anomaly Detection | RESC 4-shot | I-F183 | 9 | |
| Image-level Anomaly Detection | RESC 2-shot | I-F182.1 | 9 | |
| Image-level Anomaly Detection | RESC 1-shot | I-F181 | 9 | |
| Anomaly Detection | RESC Retina | Image AUROC91.8 | 7 | |
| Anomaly Segmentation | RESC (test) | AUC92.05 | 3 | |
| Anomaly Classification | RESC (test) | AUC83.31 | 3 | |
| Anomaly Segmentation | RESC (val) | Dice (FPR 10%)39.28 | 3 | |
| Visual Grounding | RESC | AUC100 | 2 |
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