Lesion Segmentation on WA
87.1mDiceUniSegDiff
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniSegDiffEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 87.1 | 78.1 | |
| UNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 86.8 | 77.6 | |
| MedNeXtEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 86.8 | 77.6 | |
| UniSegDiffEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 86.8 | 77.6 | |
| Medsegdiff-V2Evaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 86.7 | 77.5 | |
| TransUNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 86 | 76.4 | |
| SDSegEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 85.1 | 75.2 | |
| UNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 84.5 | 74.2 | |
| EMCADEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 84.3 | 73.9 | |
| MedNeXtEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 84.2 | 73.9 | |
| RollingUNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 84.1 | 74.1 | |
| EMCADEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 83.5 | 72.7 | |
| Medsegdiff-V2Evaluation Setting=Unified Lesion Segmentation Task2025.07 | 83.5 | 72.9 | |
| RollingUNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 83.4 | 72.8 | |
| TransUNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 82.7 | 71.6 | |
| CDALEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 78.3 | 65.8 | |
| CDALEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 76.7 | 64 | |
| SDSegEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 67.2 | 55.6 |