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Benchmarks
MRI Reconstruction on fastMRI Coronal PD
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35.57
PSNR
PnP-CM
14.1876
19.7388
25.29
30.8412
Jan 3, 2025
Feb 16, 2025
Apr 1, 2025
May 15, 2025
Jun 28, 2025
Aug 11, 2025
Sep 25, 2025
PSNR
SSIM
Updated 1mo ago
Evaluation Results
Method
Method
Links
PSNR
SSIM
PnP-CM
NFE=4, CG iter.=10, R=×4
2025.09
35.57
91.5
DDS
NFE=100, CG iter.=10,...
2025.09
34.39
90.7
DPS
NFE=1000, CG iter.=–,...
2025.09
34
89.3
PnP-CM
NFE=4, CG iter.=10, R=×8
2025.09
33.24
88.4
DDS
NFE=100, CG iter.=10,...
2025.09
32.27
86.8
DPS
NFE=1000, CG iter.=–,...
2025.09
31.88
86.3
CM4IR
NFE=4, CG iter.=–, R=×4
2025.09
31.05
79.6
CycMit-MRI
2025.01
30.88
82
CM4IR
NFE=4, CG iter.=–, R=×8
2025.09
29.6
75.5
MoDL + DP
fine-tuning=true
2025.01
20.14
59
MoDL + DP
fine-tuning=false
2025.01
19.55
58.5
MoDL
2025.01
15.01
41.5
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