M&M
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Cardiac shape registration | M&M (ED and ES) | DSC89.99 | 27 | |
| Tool Planning | m&m | Tool Selection F1 (Step-by-step)91.92 | 16 | |
| Semantic Segmentation | M&M (test) | Dice Score90 | 11 | |
| Deformable Registration | M&M (test) | Dice82.26 | 10 | |
| Cardiac clinical indices calculation | M&M | LVEDV475.36 | 9 | |
| Cardiac Image Segmentation | M&M Vendor B OOD | ECE (%)2.61 | 7 | |
| Cardiac Image Segmentation | M&M Vendor A (OOD) | ECE2.75 | 7 | |
| Cardiac Image Segmentation | M&M Vendor B OOD (test) | RV Score88.5 | 6 | |
| Cardiac Image Segmentation | M&M Vendor A OOD (test) | RV Dice85.7 | 6 | |
| Segmentation Quality Assessment | M&M-2 (OOD) | DSC MAE10 | 2 |
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