Lesion Segmentation on BT
84.5mDiceUniSegDiff
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniSegDiffEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 84.5 | 76 | |
| UniSegDiffEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 83.3 | 74.7 | |
| MedNeXtEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 83.2 | 74.7 | |
| EMCADEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 82.9 | 74.2 | |
| EMCADEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 82.8 | 74.1 | |
| UNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 81.8 | 73.2 | |
| SDSegEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 81.2 | 72.4 | |
| TransUNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 81.1 | 72.2 | |
| Medsegdiff-V2Evaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 80.9 | 71.9 | |
| MedNeXtEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 80.6 | 71.7 | |
| CDALEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 80 | 70.5 | |
| UNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 80 | 71.2 | |
| RollingUNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 79.4 | 69.9 | |
| RollingUNetEvaluation Setting=Individual Lesion Segmentation Tasks2025.07 | 78.7 | 69 | |
| Medsegdiff-V2Evaluation Setting=Unified Lesion Segmentation Task2025.07 | 78 | 68.7 | |
| TransUNetEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 76.8 | 67.6 | |
| SDSegEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 76.6 | 66.9 | |
| CDALEvaluation Setting=Unified Lesion Segmentation Task2025.07 | 73.8 | 64.4 |