Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

CMRxRecon

Benchmarks

Task NameDataset NameSOTA ResultTrend
MRI ReconstructionCMRxRecon 2024 (test)
PSNR45.11
42
multi-coil MRI reconstructionCMRxRecon Cardiac T1/T2 Mapping multi-coil 8x acceleration
SSIM97.4
13
multi-coil MRI reconstructionCMRxRecon Cardiac T1 T2 Mapping 4x acceleration multi-coil
SSIM99.4
13
MRI ReconstructionCMRxRecon (test)
SSIM96.76
12
MRI reconstructionCMRxRecon 2023
Time (ms)19
12
MRI ReconstructionCMRxRecon 2024 (val)
SSIM0.931
12
Deformable Image RegistrationCMRxRecon (test)
Dice87.6
11
Cine MRI ReconstructionCMRxRecon AF 8x
PSNR34.32
10
Cine MRI ReconstructionCMRxRecon AF 6x
PSNR35.77
10
Cine MRI ReconstructionCMRxRecon AF 4x
PSNR37.31
10
T1-mapping reconstructionCMRxRecon AF 8x
PSNR32.97
9
T1-mapping reconstructionCMRxRecon AF 6x
PSNR34.26
9
T1-mapping reconstructionCMRxRecon AF 4x
PSNR35.32
9
2D cardiac MRI registrationCMRxRecon T1 Mapping (test)
Dice87.6
9
MRI ReconstructionCMRxRecon Simulated Motion binned (test)
PSNR (dB)34.67
8
MRI ReconstructionCMRxRecon Simulated Arrhythmia binned (test)
PSNR37.86
8
MRI ReconstructionCMRxRecon Simulated Periodic binned (test)
PSNR (dB)39.23
8
Cardiac MRI Reconstruction (12-fold acceleration)CMRxRecon (test)
PSNR32.84
8
MRI reconstructionCMRxRecon Combined shift (test)
PSNR35.32
6
MRI ReconstructionCMRxRecon Mapping T2w
NMSE (x10^-2)0.5
6
MRI ReconstructionCMRxRecon Mapping T1w
NMSE Error Rate0.7
6
MRI ReconstructionCMRxRecon Cine LAX
NMSE0.009
6
MRI ReconstructionCMRxRecon Cine SAX
NMSE0.007
6
MRI ReconstructionCMRxRecon Special Task 2 (Pediatric imaging evaluation) 2025 (official leaderboard)
SSIM0.905
4
MRI ReconstructionCMRxRecon Special Task 1 5T evaluation 2025 (official leaderboard)
SSIM90.1
4
Showing 25 of 27 rows