Lesion Segmentation on LI
79.9mDiceUniSegDiff
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniSegDiffEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 79.9 | 72.4 | |
| UniSegDiffEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 79.4 | 71.9 | |
| Medsegdiff-V2Evaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 77.7 | 70.1 | |
| SDSegEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 76.6 | 69.2 | |
| RollingUNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 76.4 | 68.8 | |
| MedNeXtEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 75.4 | 68 | |
| CDALEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 74.6 | 66.4 | |
| TransUNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 74.2 | 66.4 | |
| UNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 73.1 | 65.4 | |
| EMCADEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 67.4 | 59.9 | |
| CDALEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 65.9 | 57.6 | |
| EMCADEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 65.2 | 57.7 | |
| UNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 64.5 | 56 | |
| TransUNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 64.3 | 56.1 | |
| MedNeXtEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 63.8 | 55.7 | |
| SDSegEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 62.1 | 54.7 | |
| Medsegdiff-V2Evaluation Setting=Unified Lesion Segmentation Task2025.07 | 57.7 | 49.2 | |
| RollingUNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 56.2 | 47.6 |