ClinicDB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Polyp Segmentation | ClinicDB | mDice0.9532 | 64 | |
| Anomaly Localization | ClinicDB | AUROC92 | 26 | |
| Pixel-level Anomaly Detection | ClinicDB | AUROC89.9 | 23 | |
| Visual Anomaly Segmentation | ClinicDB | AP86.6 | 15 | |
| Semantic Segmentation | ClinicDB (test) | DSC (%)93.63 | 13 | |
| Polyp Segmentation | ClinicDB (test) | mDice94.8 | 13 | |
| Visible-to-Near-infrared Segmentation | ClinicDB (test) | IoU85.1 | 12 | |
| Polyp Segmentation | ClinicDB Seen (test) | Dice Score95.3 | 12 | |
| Semantic Segmentation | ClinicDB Noisy OOD (test) | Dice Score78.2 | 11 | |
| Polyp Segmentation | ClinicDB 8 (test) | mDic93.7 | 10 | |
| Image Polyp Segmentation | ClinicDB | mDice92.2 | 9 | |
| Anomaly Localization | ClinicDB Medical (test) | AUROC0.904 | 8 | |
| Anomaly Segmentation | ClinicDB | Pixel-wise AUROC88.8 | 7 |
Showing 13 of 13 rows