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Benchmarks
PET Denoising on 68Ga-DOTATATE PET cohort (Northwestern Memorial Hospital) (in-house)
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1
Inference Time (min)
Less Is More-Full
-2.356
20.297
42.95
65.603
Jun 7, 2026
Inference Time (min)
Speedup Ratio
Updated 1mo ago
Evaluation Results
Method
Method
Links
Inference Time (min)
Speedup Ratio
Less Is More-Full
Q-Sampling Shortcut=tr...
2026.06
1
84.9
Less Is More-Q
Q-Sampling Shortcut=true
2026.06
2.1
40
DDPM-100 Steps
Denoising Steps=100
2026.06
8.6
10
DDIM-250 Steps
Denoising Steps=250
2026.06
21.2
4
Standard Diffusion (BF16)
Precision=BF16
2026.06
69.3
1.2
Standard Diffusion
Precision=FP32
2026.06
84.9
1
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