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Benchmarks
Healthy anatomy reconstruction on CT Simulated Pathology 1,000 samples (test)
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0.0259
L1 Error (F)
UNA
0.024772
0.032386
0.04
0.047614
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 4d 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
0.0259
0.0266
0.001
25.63
25.7
42.53
0.883
0.897
0.895
Brain-ID
Backbone=3D UNet
2025.01
0.0339
0.0357
0.0018
20.15
21.2
32.87
0.811
0.824
0.843
PEPSI
Backbone=3D UNet
2025.01
0.0473
0.042
-
16.72
16.9
-
0.723
0.782
-
SynthSR
Backbone=3D UNet
2025.01
0.0541
0.0536
0.0029
13.97
13.13
28.5
0.712
0.763
0.725
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