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Benchmarks
Multi-coil MRI Reconstruction on CMRxRecon Cardiac T1 T2 Mapping 4x acceleration multi-coil
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99.4
SSIM
UPMRI
72.568
79.534
86.5
93.466
Dec 19, 2025
SSIM
PSNR
Updated 1mo ago
Evaluation Results
Method
Method
Links
SSIM
PSNR
UPMRI
Training Supervision=U...
2025.12
99.4
52.39
MoDL
Training Supervision=S...
2025.12
97.9
41.79
DDNM+
Training Supervision=S...
2025.12
97.7
44.93
MOI
Training Supervision=U...
2025.12
97.1
40.13
PnP-Flow
Training Supervision=S...
2025.12
96.3
39.77
OT-ODE
Training Supervision=S...
2025.12
92.2
35.65
ENSURE
Training Supervision=U...
2025.12
91.8
34.57
GTF2M
Training Supervision=U...
2025.12
91.8
33.67
R-SSDU
Training Supervision=S...
2025.12
91.2
33.93
SSDU
Training Supervision=S...
2025.12
88.8
32.64
W-SSDU
Training Supervision=S...
2025.12
87.2
32.11
Zero-Filled
Training Supervision=N...
2025.12
76.9
27.01
REI
Training Supervision=U...
2025.12
73.6
23.65
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