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Benchmarks
MRI Reconstruction on IXI T1 8x 0.04c (middle 10 slices)
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27.5
PSNR
MDPG
20.7296
22.4873
24.245
26.0027
Jun 30, 2025
PSNR
SSIM
NMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
PSNR
SSIM
NMSE
MDPG
acceleration=8x, cente...
2025.06
27.5
0.833
0.0278
ISTA-Net
acceleration=8x, cente...
2025.06
26.97
0.829
0.0313
MD-Recon
acceleration=8x, cente...
2025.06
26.9
0.813
0.0317
UNet
acceleration=8x, cente...
2025.06
26.47
0.796
0.0353
DAGAN
acceleration=8x, cente...
2025.06
24.3
0.735
0.0573
DDNM
acceleration=8x, cente...
2025.06
24.11
0.747
0.0607
MC-DDPM
acceleration=8x, cente...
2025.06
23.97
0.672
0.0624
ZF (Zero-Filling)
acceleration=8x, cente...
2025.06
21.75
0.529
0.103
LDM-16
acceleration=8x, cente...
2025.06
20.99
0.6
0.122
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