Random Motion Deblurring on MNIST (test)
27.59PSNR (Sample)U-SGS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| U-SGSNFEs=64, Time (ms)=1.89, Size (MB)=42026.02 | 27.59 | 28.46 | 0.003 | 6.95 | 0.35 | 0.98 | |
| U-SGSNFEs=32, Time (ms)=0.96, Size (MB)=42026.02 | 26.93 | 28.12 | 0.003 | 6.72 | 0.54 | 1.95 | |
| U-SGSNFEs=16, Time (ms)=0.48, Size (MB)=42026.02 | 25.78 | 27.34 | 0.005 | 7.08 | 0.96 | 5.86 | |
| U-SGSNFEs=8, Time (ms)=0.24, Size (MB)=42026.02 | 24.95 | 26.29 | 0.006 | 8.49 | 2.58 | 3.91 | |
| U-SGSNFEs=4, Time (ms)=0.13, Size (MB)=42026.02 | 23.77 | 24.96 | 0.007 | 9.53 | 3.7 | 12.7 | |
| VAE-SGSNFEs=10^4, Time (ms)=120, Size (MB)=2.72026.02 | 23.38 | 23.49 | 0.015 | 11.66 | 0.92 | 18.56 | |
| RCGANNFEs=1, Time (ms)=0.1, Size (MB)=11.832026.02 | 23.28 | 26.69 | 0.009 | 9.21 | 9.08 | 21.48 |