ColonDB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Polyp Segmentation | ColonDB | mDice87.4 | 74 | |
| Polyp Segmentation | ColonDB (test) | DICE0.838 | 47 | |
| Pixel-level Anomaly Detection | ColonDB | AUROC90.4 | 39 | |
| 2D binary segmentation | ColonDB | Dice Score92.4 | 14 | |
| Instance Segmentation | ColonDB (Eval-Unseen-Set) | IoU0.857 | 12 | |
| Polyp Segmentation | ColonDB (Unseen) | mDice85.9 | 12 | |
| Medical Image Segmentation | ColonDB (Target) | DSC (%)71.9 | 11 | |
| Semantic Segmentation | ColonDB Noisy OOD (test) | Dice70.2 | 11 | |
| Image Polyp Segmentation | ColonDB | mDice75.8 | 9 | |
| Anomaly Localization | ColonDB Medical (test) | AUROC85.1 | 8 | |
| Medical Image Segmentation | ColonDB | IoU87.4 | 5 |
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