ClinicDB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Polyp Segmentation | ClinicDB | mDice0.942 | 50 | |
| Pixel-level Anomaly Detection | ClinicDB | AUROC89.9 | 16 | |
| 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 | |
| Anomaly Localization | ClinicDB | AUROC92 | 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 |
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