CMRxRecon
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| multi-coil MRI reconstruction | CMRxRecon Cardiac T1/T2 Mapping multi-coil 8x acceleration | SSIM97.4 | 13 | |
| multi-coil MRI reconstruction | CMRxRecon Cardiac T1 T2 Mapping 4x acceleration multi-coil | SSIM99.4 | 13 | |
| MRI reconstruction | CMRxRecon 2023 | Time (ms)19 | 12 | |
| MRI Reconstruction | CMRxRecon 2024 (val) | SSIM0.931 | 12 | |
| Deformable Image Registration | CMRxRecon (test) | Dice87.6 | 11 | |
| 2D cardiac MRI registration | CMRxRecon T1 Mapping (test) | Dice87.6 | 9 | |
| MRI Reconstruction | CMRxRecon Mapping T2w | NMSE (x10^-2)0.5 | 6 | |
| MRI Reconstruction | CMRxRecon Mapping T1w | NMSE Error Rate0.7 | 6 | |
| MRI Reconstruction | CMRxRecon Cine LAX | NMSE0.009 | 6 | |
| MRI Reconstruction | CMRxRecon Cine SAX | NMSE0.007 | 6 | |
| MRI Reconstruction | CMRxRecon Special Task 2 (Pediatric imaging evaluation) 2025 (official leaderboard) | SSIM0.905 | 4 | |
| MRI Reconstruction | CMRxRecon Special Task 1 5T evaluation 2025 (official leaderboard) | SSIM90.1 | 4 | |
| MRI Reconstruction | CMRxRecon Regular Task 2 (Multiple diseases evaluation) 2025 (official leaderboard) | SSIM0.88 | 4 | |
| MRI Reconstruction | CMRxRecon Regular Task 1 (Multi-center evaluation) 2025 (official leaderboard) | SSIM89.5 | 4 |
Showing 14 of 14 rows