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Benchmarks
Healthy anatomy reconstruction on T2w MRI Simulated Pathology (test)
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0.0184
L1 Error (F)
UNA
0.017688
0.022494
0.0273
0.032106
Jan 23, 2025
L1 Error (F)
L1 Error (H)
L1 Error (D)
PSNR (F)
PSNR (H)
PSNR (D)
SSIM (F)
SSIM (H)
SSIM (D)
Updated 1mo ago
Evaluation Results
Method
Method
Links
L1 Error (F)
L1 Error (H)
L1 Error (D)
PSNR (F)
PSNR (H)
PSNR (D)
SSIM (F)
SSIM (H)
SSIM (D)
UNA
Backbone=3D UNet
2025.01
0.0184
0.0182
0.0003
25.14
26.22
45.69
0.938
0.981
0.998
Brain-ID
Backbone=3D UNet
2025.01
0.0277
0.0269
0.0008
20.98
22.31
39.62
0.844
0.881
0.892
PEPSI
Backbone=3D UNet
2025.01
0.0295
0.0279
-
19.33
23.18
-
0.82
0.845
-
SynthSR
Backbone=3D UNet
2025.01
0.0362
0.0337
0.0016
18.25
20.66
35.47
0.816
0.864
0.88
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