ISBI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | ISBI 2012 | mIoU80.53 | 13 | |
| Medical Image Segmentation | ISBI 2015 | Dice Coefficient0.8321 | 9 | |
| Segmentation | ISBI 12 (test) | softDice82.23 | 9 | |
| Prostate MRI Segmentation | ISBI 1.5 (Unseen) | Dice Coefficient (%)88.31 | 8 | |
| Prostate MRI Segmentation | ISBI (Unseen) | Dice90.61 | 8 | |
| White-Matter Lesion Segmentation | ISBI unseen (test) | DSC67.4 | 6 | |
| Centerline Extraction | ISBI12 public (test) | Dice66.87 | 4 | |
| Skin Lesion Segmentation | ISBI 2017 | JSI83.83 | 4 | |
| 3D Volume Reconstruction | ISBI12 | 2D PSNR28.79 | 3 | |
| Prostate MRI Segmentation | ISBI 1.5 (Seen) | Dice Coefficient0.9159 | 3 | |
| Prostate MRI Segmentation | ISBI (Seen) | Dice91.83 | 3 |
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