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Benchmarks
Single Image Denoising on CIFAR-10 32x32
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16.75
Training Time (s)
Our Method
-47.9772
388.9314
825.84
1,262.7486
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
16.75
0.0026
15.87
21.3
Our Method
Target SSIM=0.99
2025.11
60.27
0.001
30.19
27.13
DDPM
Target SSIM=0.95
2025.11
356.68
0.0054
22.68
1
DDPM
Target SSIM=0.99
2025.11
1,634.93
0.0011
29.5
1
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