Signal Reconstruction on EEG real 1D datasets (test)
98Mean SSIMCLOMP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CLOMPSr=0.5, Kr=0.7512025.01 | 98 | 0.001 | 99.2 | 31.59 | 0.269 | |
| OMPSr=0.5, Kr=0.751, Implementation=CPU2025.01 | 97.7 | 0.001 | 99.1 | 31.193 | 133.686 | |
| OMPSr=0.5, Kr=0.751, Implementation=GPU2025.01 | 97.7 | 0.001 | 99.1 | 31.193 | 137.207 | |
| CLOMPSr=0.25, Kr=0.7512025.01 | 92.1 | 0.004 | 95.5 | 24.799 | 0.276 | |
| IHTSr=0.5, Kr=0.751, Implementation=CPU2025.01 | 86.5 | 0.005 | 92.3 | 24.25 | 25.864 | |
| IHTSr=0.5, Kr=0.751, Implementation=GPU2025.01 | 86.5 | 0.005 | 92.3 | 24.25 | 8.073 | |
| CLOMPSr=0.05, Kr=0.7512025.01 | 73.5 | 0.029 | 61.4 | 15.886 | 0.476 | |
| OMPSr=0.25, Kr=0.751, Implementation=CPU2025.01 | 71.2 | 0.013 | 83.9 | 20.08 | 66.716 | |
| OMPSr=0.25, Kr=0.751, Implementation=GPU2025.01 | 71.2 | 0.013 | 83.9 | 20.08 | 93.758 | |
| IHTSr=0.25, Kr=0.751, Implementation=CPU2025.01 | 64.5 | 0.017 | 72.2 | 18.779 | 24.791 | |
| IHTSr=0.25, Kr=0.751, Implementation=GPU2025.01 | 64.5 | 0.017 | 72.2 | 18.779 | 8.056 | |
| IHTSr=0.05, Kr=0.751, Implementation=CPU2025.01 | 40.4 | 0.066 | 28 | 12.25 | 17.057 | |
| IHTSr=0.05, Kr=0.751, Implementation=GPU2025.01 | 40.4 | 0.066 | 28 | 12.25 | 7.956 | |
| OMPSr=0.05, Kr=0.751, Implementation=CPU2025.01 | 25.4 | 0.099 | 27.5 | 10.985 | 3.705 | |
| OMPSr=0.05, Kr=0.751, Implementation=GPU2025.01 | 25.4 | 0.099 | 27.5 | 10.985 | 28.882 |