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Efficiency Metrics for Low-Dose CT Denoising on Mayo LDCT 2016
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50
Training Time (minutes)
RED-CNN
20
222.5
425
627.5
Feb 25, 2026
Training Time (minutes)
Inference Time (seconds)
Model Parameters (M)
Model Size (MB)
Model FLOPs (GFLOPs)
Energy Efficiency (GFLOPs/Watt)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Training Time (minutes)
Inference Time (seconds)
Model Parameters (M)
Model Size (MB)
Model FLOPs (GFLOPs)
Energy Efficiency (GFLOPs/Watt)
RED-CNN
2026.02
50
0.025
1.85
7.05
458
23
PatchDenoiser
2026.02
56
0.006
0.2
0.75
17
0.85
CTFormer
2026.02
90
0.11
1.45
6.3
85
4.5
CNCL
2026.02
800
0.018
47
177
290
15
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