Lesion Segmentation on ADC
93mDiceEMCAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EMCADEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 93 | 87.2 | |
| UniSegDiffEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 93 | 87.3 | |
| MedNeXtEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 92.1 | 86.2 | |
| UniSegDiffEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 92 | 85.9 | |
| UNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 91.6 | 85.2 | |
| EMCADEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 91.6 | 85.9 | |
| TransUNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 91.5 | 85 | |
| SDSegEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 91.3 | 84.9 | |
| RollingUNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 91.2 | 84.5 | |
| Medsegdiff-V2Evaluation Setting=Unified Lesion Segmentation Task2025.07 | 91.2 | 84.6 | |
| Medsegdiff-V2Evaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 91.1 | 84.5 | |
| SDSegEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 90.9 | 84.2 | |
| MedNeXtEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 90.6 | 83.6 | |
| TransUNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 90.3 | 83.1 | |
| UNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 90.2 | 83.1 | |
| RollingUNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 89.9 | 82.6 | |
| CDALEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 67.4 | 62.1 | |
| CDALEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 67.3 | 62.1 |