ETIS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Polyp Segmentation | ETIS | Dice Score94.9 | 122 | |
| Polyp Segmentation | ETIS (test) | Mean Dice81.5 | 94 | |
| Polyp Segmentation | ETIS (Unseen) | Dice85.4 | 35 | |
| Medical Image Segmentation | ETIS | mIoU79.3 | 22 | |
| Medical Image Segmentation | ETIS FedPolyp | mDice84.57 | 21 | |
| Medical Image Segmentation | ETIS (test) | mDice79.6 | 16 | |
| Medical Image Segmentation | ETIS (unseen) | DSC77 | 14 | |
| Polyp Segmentation | ETIS 40 (test) | Dice79.7 | 14 | |
| Polyp Image Segmentation | ETIS | mDice80.6 | 13 | |
| Instance Segmentation | ETIS (Eval-Unseen-Set) | IoU0.888 | 12 | |
| Polyp Segmentation | ETIS 54 (test) | DSC77 | 11 | |
| Image Polyp Segmentation | ETIS | mDice74.9 | 9 | |
| Polyp Segmentation | ETIS 45 (test) | mDice78.4 | 7 | |
| Joint Detection and Segmentation | ETIS (unseen) | Dice Coefficient91.4 | 7 | |
| Polyp Segmentation | ETIS unseen (test) | Dice79.8 | 5 | |
| Lesion Segmentation | ETIS | DSC83.69 | 5 | |
| Polyp Segmentation | ETIS | ASD (mm)0.584 | 3 |
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