Compressive Sensing Image Reconstruction on BSD68 (test)
39.28PSNRSAUNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SAUNetFlexibility=Single, Compressive Ratio=0.502025.05 | 39.28 | 0.9751 | |
| ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.502025.05 | 39.23 | 0.9761 | |
| HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.502025.05 | 39.22 | 0.976 | |
| ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.252025.05 | 33.77 | 0.9284 | |
| HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.252025.05 | 33.76 | 0.9282 | |
| ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.102025.05 | 29.43 | 0.8334 | |
| HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.102025.05 | 29.42 | 0.8332 | |
| ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.042025.05 | 26.54 | 0.72 | |
| HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.042025.05 | 26.52 | 0.7194 | |
| COASTFlexibility=Multiple, Compressive Ratio=0.102025.05 | 26.28 | 0.7422 | |
| ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.012025.05 | 23.53 | 0.5649 | |
| HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.012025.05 | 23.51 | 0.5645 | |
| ISTA-Net+Flexibility=Single, Compressive Ratio=0.012025.05 | 19.14 | 0.4158 |