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Single Image Denoising on CelebA 128x128
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166.14
Training Time (s)
Cross-Matrix Krylov Projection
-280.0088
2,731.4956
5,743
8,754.5044
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
Cross-Matrix Krylov Projection
Target SSIM=0.85
2025.11
166.14
0.0149
18.28
44.12
Cross-Matrix Krylov Projection
Target SSIM=0.90
2025.11
186.09
0.0094
20.29
60.83
DDPM
Target SSIM=0.85
2025.11
7,329.93
0.0237
16.26
1
DDPM
Target SSIM=0.90
2025.11
11,319.86
0.0155
18.11
1
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