Myocardial lesion segmentation on Myocardial lesion segmentation dataset
78.09Dice (Myo)CAA-Seg
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CAA-SegInput modality=Multi-sequence2025.07 | 78.09 | 9 | 65.49 | 9.25 | 51.11 | 11.43 | 64.89 | 9.89 | |
| UMambaInput modality=LGE only2025.07 | 77.58 | 10.56 | 64.93 | 9.23 | 45.57 | 13.11 | 62.69 | 10.97 | |
| UNet++Input modality=LGE only2025.07 | 77.51 | 9.84 | 65.03 | 9.77 | 44.26 | 14.03 | 62.27 | 11.21 | |
| MyoPS-NetInput modality=Multi-sequence2025.07 | 77.2 | 9.88 | 63.9 | 9.55 | 44.15 | 14.56 | 61.75 | 11.33 | |
| TransUNetInput modality=LGE only2025.07 | 77.05 | 9.87 | 63 | 11.08 | 43.25 | 13.21 | 61.1 | 11.39 | |
| UTNetInput modality=LGE only2025.07 | 76.99 | 10.25 | 62.16 | 10.15 | 42.06 | 14.23 | 60.4 | 11.54 | |
| AWSNetInput modality=Multi-sequence2025.07 | 76.5 | 10.71 | 63.06 | 9.72 | 40 | 14.71 | 59.85 | 11.71 | |
| nnU-NetInput modality=LGE only2025.07 | 76.46 | 10.45 | 62.68 | 9.52 | 45.3 | 12.78 | 61.48 | 10.92 | |
| Swin UNETRInput modality=LGE only2025.07 | 75.23 | 11.31 | 61.39 | 11.21 | 35.31 | 14.94 | 57.3 | 12.49 | |
| MFU-NetInput modality=Multi-sequence2025.07 | 74.84 | 10.89 | 59.22 | 12.53 | 36.68 | 14.34 | 56.91 | 12.59 |