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Benchmarks
PET Image Restoration on 18F-PSMA (25 Cases)
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44.78
PSNR
Less Is More-Full
37.7392
39.5671
41.395
43.2229
Jun 7, 2026
PSNR
SSIM
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
PSNR
SSIM
MAE
Less Is More-Full
Configuration=Q-Sampli...
2026.06
44.78
98.4
5.774
Less Is More-Q
Configuration=Q-Sampli...
2026.06
44.68
98.37
5.793
DDPM-100 Steps
Steps=100, Scheduler=DDPM
2026.06
43.58
98.29
6.841
Standard Diffusion
Steps=1000, Precision=...
2026.06
42.05
97.97
6
Standard Diffusion (BF16)
Steps=1000, Precision=...
2026.06
42.04
97.95
7.081
10% low-count
Input Setting=low-count
2026.06
40.89
95.4
9.99
DDIM-250 Steps
Steps=250, Scheduler=DDIM
2026.06
38.01
86.12
18.896
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