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Benchmarks
Parallel Imaging Reconstruction on Anatomical out-of-distribution dataset T2 contrast (Radial, A=11)
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34.3
PSNR
fully-learned filters and time conditioning (FLF+TC)
6.6256
13.8103
20.995
28.1797
May 11, 2026
PSNR
SSIM
NMSE (Scaled)
Updated 22d ago
Evaluation Results
Method
Method
Links
PSNR
SSIM
NMSE (Scaled)
fully-learned filters and time conditioning (FLF+TC)
Number of Parameters=7348
2026.05
34.3
91
0.84
fully-learned filters (FLF)
Number of Parameters=1760
2026.05
34.14
91
0.87
Total Variation (TV)
2026.05
33.42
91
1.03
Shearlet (SH)
Number of Parameters=1558
2026.05
33.25
91
1.06
Zero filled (ZF)
2026.05
25.96
74
6.32
End-to-end variational network (VN)
Number of Parameters=3...
2026.05
16.33
43
24.34
Deep-JSense (DJS)
Number of Parameters=4...
2026.05
7.69
28
252.43
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