Gaussian Deblurring on CelebA 256 x 256
30PSNRRobust-GD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Robust-GDrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 30 | 82.5 | 13.2 | 63.44 | |
| Robust-CGrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 29.48 | 82 | 15 | 63.5 | |
| Robust-CGrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 29.38 | 81.9 | 15.1 | 62.52 | |
| Robust-GDrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 29.27 | 81.7 | 13.8 | 65.59 | |
| RED-diffrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 27.99 | 75.1 | 27.3 | 85.72 | |
| DPSrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 25.14 | 68 | 15.2 | 62.67 | |
| DAPSrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 23.73 | 58.6 | 36.2 | 202.42 | |
| RED-diffrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 22.96 | 62.6 | 39.1 | 139.05 | |
| DiffPIRrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 22.45 | 48.2 | 49.3 | 211.4 | |
| DCPSrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 22.45 | 56.3 | 30.7 | 172.98 | |
| DPSrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 22.06 | 64.6 | 17.8 | 63.49 | |
| DiffPIRrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 18.07 | 35.5 | 62.2 | 308.93 | |
| DAPSrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 16.18 | 35.6 | 56.1 | 297.13 | |
| DCPSrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.05 | 15.46 | 30.2 | 57.5 | 331.91 |