Compressive Sensing Image Reconstruction on Set11 (test)
41.97PSNRADMM-ProxUnroll
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.502025.05 | 41.97 | 0.9838 | |
| HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.502025.05 | 41.92 | 0.9837 | |
| ISTA-Net+Flexibility=Single, Compressive Ratio=0.502025.05 | 38.11 | 0.9707 | |
| ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.252025.05 | 37.35 | 0.9639 | |
| HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.252025.05 | 37.33 | 0.9635 | |
| ISTA-Net+Flexibility=Single, Compressive Ratio=0.252025.05 | 32.59 | 0.9254 | |
| ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.102025.05 | 32.55 | 0.9226 | |
| HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.102025.05 | 32.51 | 0.9225 | |
| HATNetFlexibility=Single, Compressive Ratio=0.102025.05 | 32.26 | 0.9182 | |
| ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.042025.05 | 28.3 | 0.8452 | |
| HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.042025.05 | 28.23 | 0.845 | |
| ISTA-Net+Flexibility=Single, Compressive Ratio=0.102025.05 | 26.64 | 0.8087 | |
| COASTFlexibility=Multiple, Compressive Ratio=0.042025.05 | 22.9 | 0.6971 | |
| HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.012025.05 | 22.76 | 0.63 | |
| ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.012025.05 | 22.76 | 0.6307 | |
| ISTA-Net+Flexibility=Single, Compressive Ratio=0.042025.05 | 21.32 | 0.6037 | |
| ISTA-Net+Flexibility=Single, Compressive Ratio=0.012025.05 | 17.42 | 0.4029 |