Signal Reconstruction on WSN real 1D datasets (test)
88.6Mean SSIMCLOMP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CLOMPSr=0.5, Kr=0.8972025.01 | 88.6 | 0.003 | 0.917 | 26.611 | 0.327 | |
| CLOMPSr=0.25, Kr=0.8972025.01 | 81.2 | 0.006 | 0.811 | 22.669 | 0.312 | |
| OMPSr=0.5, Kr=0.897, Implementation=CPU2025.01 | 79 | 0.005 | 0.86 | 23.898 | 100.919 | |
| OMPSr=0.5, Kr=0.897, Implementation=GPU2025.01 | 79 | 0.005 | 0.86 | 23.898 | 19.082 | |
| IHTSr=0.5, Kr=0.897, Implementation=CPU2025.01 | 75.9 | 0.007 | 0.797 | 22.278 | 13.136 | |
| IHTSr=0.5, Kr=0.897, Implementation=GPU2025.01 | 75.9 | 0.007 | 0.797 | 22.278 | 0.149 | |
| CLOMPSr=0.05, Kr=0.8972025.01 | 70.4 | 0.023 | 0.363 | 16.918 | 0.319 | |
| OMPSr=0.25, Kr=0.897, Implementation=CPU2025.01 | 61.3 | 0.012 | 0.664 | 19.522 | 23.214 | |
| OMPSr=0.25, Kr=0.897, Implementation=GPU2025.01 | 61.3 | 0.012 | 0.664 | 19.522 | 6.188 | |
| IHTSr=0.25, Kr=0.897, Implementation=CPU2025.01 | 60.4 | 0.015 | 0.583 | 18.545 | 3.554 | |
| IHTSr=0.25, Kr=0.897, Implementation=GPU2025.01 | 60.4 | 0.015 | 0.583 | 18.545 | 0.17 | |
| OMPSr=0.05, Kr=0.897, Implementation=CPU2025.01 | 47.6 | 0.022 | 0.356 | 16.807 | 0.814 | |
| OMPSr=0.05, Kr=0.897, Implementation=GPU2025.01 | 47.6 | 0.022 | 0.356 | 16.807 | 0.591 | |
| IHTSr=0.05, Kr=0.897, Implementation=CPU2025.01 | 42.7 | 0.031 | 0.284 | 15.404 | 0.99 | |
| IHTSr=0.05, Kr=0.897, Implementation=GPU2025.01 | 42.7 | 0.031 | 0.284 | 15.404 | 0.191 |