STU
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Segmentation | STU (val) | AUROC97.85 | 18 | |
| Point-Level Anomaly Segmentation | STU (val) | AUROC99.53 | 14 | |
| Medical Image Segmentation | STU (unseen) | DSC88.4 | 14 | |
| Object-Level OOD Detection | STU 1.0 (test) | RecallQ26.14 | 8 | |
| Point-Level OOD Detection | STU 1.0 (test) | AUROC99.26 | 8 | |
| Object-Level Anomaly Segmentation | STU (val) | Recall (Q)50.5 | 8 | |
| Anomaly Segmentation | STU (test) | AUROC96.26 | 6 | |
| 3D LiDAR Anomaly Segmentation | STU (test) | AUROC93.67 | 6 |
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