KolektorSDD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Surface Defect Classification | KolektorSDD (test) | AP100 | 24 | |
| Anomaly Localization | KolektorSDD2 (test) | AP77.7 | 13 | |
| Surface Defect Detection | KolektorSDD 2 (test) | Image-level AUROC93.8 | 8 | |
| Surface Defect Detection | KolektorSDD1 | Image-level AUROC55.2 | 8 | |
| Anomaly Detection | KolektorSDD | AUC91.4 | 7 | |
| Anomaly Detection and Localization | KolektorSDD2 | Index Score I96.4 | 7 | |
| Anomaly Detection | KolektorSDD2 | I_AUROC98 | 4 | |
| Unsupervised anomaly segmentation | KolektorSDD2 | ROC AUC0.981 | 3 | |
| Unsupervised anomaly segmentation | KolektorSDD | ROC AUC96 | 3 | |
| Unsupervised anomaly segmentation | KolektorSDD (Fold 3) | AUROC97.6 | 3 | |
| Unsupervised anomaly segmentation | KolektorSDD (Fold 2) | ROC AUC0.951 | 3 | |
| Unsupervised anomaly segmentation | KolektorSDD (Fold 1) | AUROC0.953 | 3 |
Showing 12 of 12 rows