MSLesSeg
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| MS Lesion Segmentation | MSLesSeg | Dice72 | 20 | |
| Medical Image Segmentation | MSLesSeg | Dice Score71 | 16 | |
| Lesion Segmentation | MSLesSeg real MRI (test) | Dice68.5 | 9 | |
| 3D FLAIR MRI Synthesis | MSLesSeg Lesion Region (test) | MSE0.048 | 4 | |
| 3D FLAIR MRI Synthesis | MSLesSeg Whole Region (test) | MSE0.059 | 4 | |
| Volumetric Medical Image Segmentation | MSLesSeg (test) | Dice70.63 | 4 | |
| Small-lesion segmentation | MSLesSeg (5-fold cross-validation) | Dice Coefficient0.7834 | 4 | |
| MS Lesion Segmentation | MSLESSEG (test) | Voxel-wise DSC61 | 3 |
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