Motion Deblurring on CelebA 256 x 256
29.87PSNRRobust-GD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Robust-GDrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 29.87 | 80.1 | 0.116 | 81.8 | |
| Robust-GDrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 29.44 | 78.9 | 0.123 | 84.79 | |
| Robust-CGrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 29.27 | 79.3 | 0.136 | 87.09 | |
| Robust-CGrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 28.91 | 77.7 | 0.144 | 91.22 | |
| RED-diffrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 24.8 | 57.3 | 0.381 | 150.3 | |
| DAPSrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 23.74 | 62.1 | 0.33 | 63.44 | |
| DPSrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 23.44 | 63.3 | 0.182 | 68.37 | |
| DCPSrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 21.65 | 58.5 | 0.351 | 148.53 | |
| DPSrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 20.9 | 59.6 | 0.208 | 68.96 | |
| DiffPIRrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 20.48 | 36.2 | 0.608 | 274.28 | |
| RED-diffrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 17.36 | 31.1 | 0.836 | 303.61 | |
| DiffPIRrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 17.11 | 25.9 | 0.712 | 340.27 | |
| DAPSrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 14.99 | 33.1 | 0.718 | 292.81 | |
| DCPSrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 12.6 | 17.4 | 0.927 | 338.22 |