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Single Image Denoising on CelebA 64x64 (test)
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80.04
Training Time (s)
Our Method
-482.0196
3,311.8827
7,105.785
10,899.6873
Nov 19, 2025
Training Time (s)
MSE
PSNR (dB)
Speedup Factor
Updated 12d ago
Evaluation Results
Method
Method
Links
Training Time (s)
MSE
PSNR (dB)
Speedup Factor
Our Method
Target SSIM=0.95
2025.11
80.04
0.0071
21.52
62.93
Our Method
Target SSIM=0.99
2025.11
122.45
0.0014
28.62
115.4
DDPM
Target SSIM=0.95
2025.11
5,036.53
0.0083
20.83
1
DDPM
Target SSIM=0.99
2025.11
14,131.53
0.0013
28.73
1
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