CS reconstruction on Set14
29PSNRLapCSNet-4
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LapCSNet-4Sampling ratio=0.1, Time=0.17, Network Layers=92018.04 | 29 | 81.47 | |
| LapCSNet-2Sampling ratio=0.1, Time=0.13, Network Layers=72018.04 | 28.94 | 81.24 | |
| CSNetSampling ratio=0.1, Time=0.14, Network Layers=52018.04 | 28.91 | 81.19 | |
| GSRSampling ratio=0.1, Time=948.032018.04 | 27.5 | 77.05 | |
| BCSNetSampling ratio=0.1, Time=0.05, Network Layers=32018.04 | 27.33 | 87.32 | |
| CosSampling ratio=0.1, Time=16596.022018.04 | 27.2 | 74.33 | |
| MHSampling ratio=0.1, Time=70.192018.04 | 26.38 | 72.82 | |
| LapCSNet-4Sampling ratio=Avg., Time=0.24, Network Layers=162018.04 | 25.64 | 68.06 | |
| LapCSNet-2Sampling ratio=Avg., Time=0.19, Network Layers=122018.04 | 25.51 | 67.12 | |
| CSNetSampling ratio=Avg., Time=0.13, Network Layers=62018.04 | 25.34 | 66.26 | |
| LapCSNet-4Sampling ratio=0.02, Time=0.25, Network Layers=162018.04 | 24.76 | 64.54 | |
| LapCSNet-2Sampling ratio=0.02, Time=0.19, Network Layers=122018.04 | 24.55 | 63.24 | |
| CSNetSampling ratio=0.02, Time=0.12, Network Layers=62018.04 | 24.33 | 61.85 | |
| BCSNetSampling ratio=Avg., Time=0.05, Network Layers=32018.04 | 23.42 | 64 | |
| LapCSNet-4Sampling ratio=0.01, Time=0.39, Network Layers=232018.04 | 23.16 | 58.18 | |
| LapCSNet-2Sampling ratio=0.01, Time=0.25, Network Layers=172018.04 | 23.03 | 56.88 | |
| ReconNetSampling ratio=0.1, Time=1.23, Network Layers=72018.04 | 22.91 | 59.74 | |
| CSNetSampling ratio=0.01, Time=0.13, Network Layers=62018.04 | 22.78 | 55.74 | |
| GSRSampling ratio=Avg., Time=1362.862018.04 | 22.6 | 57.29 | |
| BCSNetSampling ratio=0.02, Time=0.04, Network Layers=32018.04 | 22 | 55.57 | |
| BCSNetSampling ratio=0.01, Time=0.05, Network Layers=32018.04 | 20.94 | 49.1 | |
| GSRSampling ratio=0.02, Time=1486.12018.04 | 20.89 | 49 | |
| CosSampling ratio=Avg., Time=21067.322018.04 | 20.76 | 50.13 | |
| ReconNetSampling ratio=Avg., Time=1.13, Network Layers=72018.04 | 20.15 | 47.96 | |
| ReconNetSampling ratio=0.02, Time=1.12, Network Layers=72018.04 | 19.46 | 45.07 | |
| GSRSampling ratio=0.01, Time=1654.392018.04 | 19.41 | 45.83 | |
| MHSampling ratio=Avg., Time=85.012018.04 | 19.28 | 45.08 | |
| MHSampling ratio=0.02, Time=89.372018.04 | 19.2 | 49.23 | |
| CosSampling ratio=0.02, Time=23042.532018.04 | 18.35 | 40.74 | |
| ReconNetSampling ratio=0.01, Time=1.04, Network Layers=72018.04 | 18.09 | 39.07 | |
| TVSampling ratio=0.1, Time=17.212018.04 | 17.96 | 53.81 | |
| TVSampling ratio=0.02, Time=47.362018.04 | 17.2 | 40.69 | |
| TVSampling ratio=Avg., Time=41.02018.04 | 16.78 | 43.8 | |
| CosSampling ratio=0.01, Time=23563.482018.04 | 16.73 | 35.33 | |
| TVSampling ratio=0.01, Time=58.432018.04 | 15.17 | 36.91 | |
| MHSampling ratio=0.01, Time=95.482018.04 | 12.26 | 13.19 |