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Benchmarks
PET Image Restoration on 18F-FDG 15 Cases
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42.18
PSNR
Less Is More-Full
37.2088
38.4994
39.79
41.0806
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
42.18
97.34
5.147
Less Is More-Q
Configuration=Q-Sampli...
2026.06
42.1
97.33
5.11
Standard Diffusion
Steps=1000, Precision=...
2026.06
41.58
97.24
5.269
Standard Diffusion (BF16)
Steps=1000, Precision=...
2026.06
41.5
97.23
5.273
DDPM-100 Steps
Steps=100, Scheduler=DDPM
2026.06
41.29
96.85
4.982
10% low-count
Input Setting=low-count
2026.06
38.88
93.05
7.342
DDIM-250 Steps
Steps=250, Scheduler=DDIM
2026.06
37.4
81.46
19.168
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