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Benchmarks
Multi-Coil MRI Reconstruction on Calgary-Campinas (Poisson-disc R=5)
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0.952
SSIM
Unrolled
0.45384
0.58317
0.7125
0.84183
Jan 5, 2026
SSIM
PSNR
Updated 4d ago
Evaluation Results
Method
Method
Links
SSIM
PSNR
Unrolled
Dimensionality=3D, VRA...
2026.01
0.952
37.74
Unrolled - ours
Dimensionality=3D, VRA...
2026.01
0.948
37.36
Unrolled - ours
Dimensionality=2D, VRA...
2026.01
0.942
36.61
Unrolled
Dimensionality=2D, VRA...
2026.01
0.941
36.43
DRUNet
Dimensionality=3D, VRA...
2026.01
0.93
35.02
DRUNet
Dimensionality=2D, VRA...
2026.01
0.913
33.87
TV
VRAM=N/A, train - s/st...
2026.01
0.79
32.42
INR
Dimensionality=3D, VRA...
2026.01
0.748
30.23
PnP-αPGD
Dimensionality=3D, VRA...
2026.01
0.649
27.27
PnP-αPGD
Dimensionality=2D, VRA...
2026.01
0.639
27.08
DPIR
Dimensionality=2D, Var...
2026.01
0.612
28.24
RSS
VRAM=N/A, train - s/st...
2026.01
0.473
24.4
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