Signal Reconstruction on ECG real 1D datasets (test)
0.991Mean SSIMCLOMP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CLOMPSr=0.5, Kr=0.5492025.01 | 0.991 | 0.0002 | 0.997 | 37.622 | 0.319 | |
| OMPSr=0.5, Kr=0.549, Implementation=CPU2025.01 | 0.97 | 0.0006 | 0.989 | 33.359 | 344.126 | |
| OMPSr=0.5, Kr=0.549, Implementation=GPU2025.01 | 0.97 | 0.0006 | 0.989 | 33.359 | 197.088 | |
| CLOMPSr=0.25, Kr=0.5492025.01 | 0.903 | 0.003 | 0.955 | 26.379 | 0.314 | |
| IHTSr=0.5, Kr=0.549, Implementation=CPU2025.01 | 0.847 | 0.004 | 0.927 | 24.311 | 35.563 | |
| IHTSr=0.5, Kr=0.549, Implementation=GPU2025.01 | 0.847 | 0.004 | 0.927 | 24.311 | 6.157 | |
| IHTSr=0.25, Kr=0.549, Implementation=CPU2025.01 | 0.657 | 0.015 | 0.738 | 18.846 | 25.791 | |
| IHTSr=0.25, Kr=0.549, Implementation=GPU2025.01 | 0.657 | 0.015 | 0.738 | 18.846 | 6.256 | |
| OMPSr=0.25, Kr=0.549, Implementation=CPU2025.01 | 0.628 | 0.015 | 0.774 | 19.201 | 164.246 | |
| OMPSr=0.25, Kr=0.549, Implementation=GPU2025.01 | 0.628 | 0.015 | 0.774 | 19.201 | 136.008 | |
| CLOMPSr=0.05, Kr=0.5492025.01 | 0.549 | 0.026 | 0.519 | 16.239 | 0.227 | |
| IHTSr=0.05, Kr=0.549, Implementation=CPU2025.01 | 0.417 | 0.039 | 0.231 | 14.435 | 20.753 | |
| IHTSr=0.05, Kr=0.549, Implementation=GPU2025.01 | 0.417 | 0.039 | 0.231 | 14.435 | 6.716 | |
| OMPSr=0.05, Kr=0.549, Implementation=CPU2025.01 | 0.344 | 0.055 | 0.222 | 13.556 | 6.986 | |
| OMPSr=0.05, Kr=0.549, Implementation=GPU2025.01 | 0.344 | 0.055 | 0.222 | 13.556 | 26.661 |