CVC-ColonDB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Polyp Segmentation | CVC-ColonDB | mDice93.67 | 90 | |
| Polyp Segmentation | CVC-ColonDB (test) | Mean Dice70.9 | 68 | |
| Medical Image Segmentation | CVC-ColonDB (test) | Dice Score0.9231 | 50 | |
| Polyp Segmentation | CVC-ColonDB (unseen) | mDice85.3 | 35 | |
| Binary Segmentation | CVC-ColonDB | DSC (%)92.27 | 28 | |
| Medical Image Segmentation | CVC-ColonDB FedPolyp | Dice Score86.52 | 21 | |
| Polyp Segmentation | CVC-ColonDB Noisy (test) | Dice73.4 | 18 | |
| Polyp Segmentation | CVC-ColonDB Clean (test) | Dice82.3 | 18 | |
| Polyp Segmentation | CVC-ColonDB Domain D (test) | DICE67.11 | 18 | |
| Medical Image Segmentation | CVC-ColonDB (unseen) | DSC0.775 | 14 | |
| Polyp segmentation | CVC-ColonDB (Out-of-Distribution) | Dice0.7985 | 13 | |
| Anomaly Segmentation | CVC-ColonDB | AUROC84.7 | 13 | |
| Semantic Segmentation | CVC-ColonDB | mDice93.03 | 11 | |
| Polyp Segmentation | CVC-ColonDB 57 (test) | DSC77.5 | 11 | |
| Polyp Segmentation | CVC-ColonDB 49 (test) | Dice0.781 | 7 | |
| Joint Detection and Segmentation | CVC-ColonDB (unseen) | Dice83.3 | 7 | |
| Polyp Image Segmentation | CVC-ColonDB | M Score0.711 | 7 | |
| Pixel-level Anomaly Detection | CVC-ColonDB | AUROC85.8 | 6 | |
| Anomaly Detection | CVC-ColonDB | P-AUC0.829 | 5 | |
| Polyp Segmentation | CVC-ColonDB unseen (test) | Dice81.5 | 5 |
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