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Healthy anatomy reconstruction on FLAIR MRI Simulated Pathology (test)
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0.0202
L1 Loss (F)
UNA
0.0197
0.023075
0.02645
0.029825
Jan 23, 2025
L1 Loss (F)
L1 Loss (H)
L1 Loss (D)
PSNR (F)
PSNR (H)
PSNR (D)
SSIM (F)
SSIM (H)
SSIM (D)
Updated 1mo ago
Evaluation Results
Method
Method
Links
L1 Loss (F)
L1 Loss (H)
L1 Loss (D)
PSNR (F)
PSNR (H)
PSNR (D)
SSIM (F)
SSIM (H)
SSIM (D)
UNA
Backbone=3D UNet
2025.01
0.0202
0.0194
0.0007
28.34
28.93
42.91
0.921
0.982
0.996
Brain-ID
Backbone=3D UNet
2025.01
0.0285
0.0242
0.001
19.98
20.32
38.76
0.84
0.879
0.907
PEPSI
Backbone=3D UNet
2025.01
0.0301
0.0287
-
19.82
21.59
-
0.842
0.85
-
SynthSR
Backbone=3D UNet
2025.01
0.0327
0.03
0.0016
19.3
21.04
34.88
0.823
0.869
0.895
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