Eyecandies
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | Eyecandies | Candy Cane Score0.98 | 43 | |
| Anomaly Detection | Eyecandies | Mean I-AUROC98.56 | 38 | |
| Anomaly Localization | Eyecandies | AUPRO @30%97.37 | 33 | |
| Anomaly Detection | Eyecandies | AUCP96.913 | 12 | |
| 3D Anomaly Detection | Eyecandies | O-AUROC71.5 | 10 | |
| Anomaly Detection | Eyecandies 6-1 with 4 steps setting 4 | I-AUROC69.4 | 9 | |
| Anomaly Detection | Eyecandies 6-4 with 1 step, setting 3 | I-AUROC67.8 | 9 | |
| Anomaly Detection | Eyecandies 9-1 with 1 step, setting 2 | I-AUROC76.7 | 9 | |
| Anomaly Detection | Eyecandies 10-0 with 0 step, setting 1 | I-AUROC80.6 | 9 | |
| 3D Anomaly Segmentation | Eyecandies one-vs-rest | P-R Score92.6 | 7 | |
| 3D Anomaly Classification | Eyecandies (one-vs-rest) | Object Recall71.3 | 7 | |
| 3D Anomaly Segmentation | Eyecandies (test) | P-R AUROC92 | 5 | |
| 3D Anomaly Classification | Eyecandies (test) | Object Recall (AUROC)70.7 | 5 | |
| 3D Anomaly Detection | Eyecandies (test) | Object Recall79.3 | 5 |
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