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Benchmarks
PET Denoising on 18F-FDG PET cohort (Northwestern Memorial Hospital) (in-house)
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1.3
Inference Time (min)
Less Is More-Full
-0.912
14.019
28.95
43.881
Jun 7, 2026
Inference Time (min)
Speedup
Updated 1mo ago
Evaluation Results
Method
Method
Links
Inference Time (min)
Speedup
Less Is More-Full
Q-Sampling Shortcut=tr...
2026.06
1.3
43.5
Less Is More-Q
Q-Sampling Shortcut=true
2026.06
2.9
20
DDPM-100 Steps
Denoising Steps=100
2026.06
5.7
10
DDIM-250 Steps
Denoising Steps=250
2026.06
14.1
4
Standard Diffusion (BF16)
Precision=BF16
2026.06
46.2
1.2
Standard Diffusion
Precision=FP32
2026.06
56.6
1
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