CMRxRecon
Benchmarks
TaskDatasetSOTA resultTrendResults
CMRxRecon 2024 (test)
45.11PSNR
42
CMRxRecon Cardiac T1/T2 Mapping multi-coil 8x acceleration
97.4SSIM
13
CMRxRecon Cardiac T1 T2 Mapping 4x acceleration multi-coil
99.4SSIM
13
CMRxRecon (test)
96.76SSIM
12
CMRxRecon 2023
19Time (ms)
12
CMRxRecon 2024 (val)
0.931SSIM
12
CMRxRecon (test)
87.6Dice
11
CMRxRecon AF 8x
34.32PSNR
10
CMRxRecon AF 6x
35.77PSNR
10
CMRxRecon AF 4x
37.31PSNR
10
CMRxRecon AF 8x
32.97PSNR
9
CMRxRecon AF 6x
34.26PSNR
9
CMRxRecon AF 4x
35.32PSNR
9
CMRxRecon T1 Mapping (test)
87.6Dice
9
CMRxRecon Simulated Motion binned (test)
34.67PSNR (dB)
8
CMRxRecon Simulated Arrhythmia binned (test)
37.86PSNR
8
CMRxRecon Simulated Periodic binned (test)
39.23PSNR (dB)
8
CMRxRecon (test)
32.84PSNR
8
CMRxRecon Combined shift (test)
35.32PSNR
6
CMRxRecon Mapping T2w
0.5NMSE (x10^-2)
6
CMRxRecon Mapping T1w
0.7NMSE Error Rate
6
CMRxRecon Cine LAX
0.009NMSE
6
CMRxRecon Cine SAX
0.007NMSE
6
CMRxRecon Special Task 2 (Pediatric imaging evaluation) 2025 (official leaderboard)
0.905SSIM
4
CMRxRecon Special Task 1 5T evaluation 2025 (official leaderboard)
90.1SSIM
4