Image Compressed Sensing on BSDS100 (test)
38.07PSNRMR-CCSNet+
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MR-CCSNet+Ratio=50%2022.06 | 38.07 | 97.32 | |
| MR-CCSNet+Ratio=50%2022.06 | 38.07 | 97.32 | |
| MR-CCSNetRatio=50%2022.06 | 38.03 | 97.31 | |
| MR-CCSNetRatio=50%2022.06 | 38.03 | 97.31 | |
| RK-CCSNetRatio=50%2022.06 | 37.92 | 97.66 | |
| RK-CCSNetRatio=50%2022.06 | 37.29 | 96.95 | |
| RK-CCSNet§Ratio=50%2022.06 | 37.29 | 96.95 | |
| CSNet+Ratio=50%2022.06 | 36.62 | 96.59 | |
| CSNet+Ratio=50%2022.06 | 36.21 | 95.82 | |
| CSNet+§Ratio=50%2022.06 | 36.21 | 95.82 | |
| RK-CCSNetRatio=25%2022.06 | 33.43 | 93.35 | |
| MR-CCSNet+Ratio=25%2022.06 | 33.29 | 92.53 | |
| MR-CCSNet+Ratio=25%2022.06 | 33.29 | 92.53 | |
| MR-CCSNetRatio=25%2022.06 | 33.27 | 92.51 | |
| MR-CCSNetRatio=25%2022.06 | 33.27 | 92.51 | |
| CSNet+Ratio=25%2022.06 | 32.81 | 92.06 | |
| RK-CCSNetRatio=25%2022.06 | 32.68 | 91.86 | |
| RK-CCSNet§Ratio=25%2022.06 | 32.68 | 91.86 | |
| CSNet+Ratio=25%2022.06 | 32.41 | 90.73 | |
| CSNet+§Ratio=25%2022.06 | 32.41 | 90.73 | |
| RK-CCSNetRatio=12.5%2022.06 | 30.56 | 87.59 | |
| RK-CCSNetRatio=Average2022.06 | 30.51 | 84.35 | |
| MR-CCSNet+Ratio=12.5%2022.06 | 30.43 | 86.39 | |
| MR-CCSNet+Ratio=12.5%2022.06 | 30.43 | 86.39 | |
| MR-CCSNet+Ratio=Average2022.06 | 30.41 | 82.88 | |
| MR-CCSNet+Ratio=Average2022.06 | 30.41 | 82.88 | |
| MR-CCSNetRatio=12.5%2022.06 | 30.39 | 86.32 | |
| MR-CCSNetRatio=12.5%2022.06 | 30.39 | 86.32 | |
| MR-CCSNetRatio=Average2022.06 | 30.36 | 82.79 | |
| MR-CCSNetRatio=Average2022.06 | 30.36 | 82.79 | |
| CSNet+Ratio=12.5%2022.06 | 30.11 | 86.02 | |
| RK-CCSNetRatio=12.5%2022.06 | 29.98 | 85.59 | |
| RK-CCSNet§Ratio=12.5%2022.06 | 29.98 | 85.59 | |
| RK-CCSNetRatio=Average2022.06 | 29.93 | 82.13 | |
| RK-CCSNet§Ratio=Average2022.06 | 29.93 | 82.13 | |
| CSNet+Ratio=Average2022.06 | 29.87 | 82.94 | |
| CSNet+Ratio=12.5%2022.06 | 29.77 | 84.24 | |
| CSNet+§Ratio=12.5%2022.06 | 29.77 | 84.24 | |
| CSNet+Ratio=Average2022.06 | 29.48 | 80.42 | |
| CSNet+§Ratio=Average2022.06 | 29.48 | 80.42 | |
| RK-CCSNetRatio=6.25%2022.06 | 28.6 | 81.33 | |
| MR-CCSNet+Ratio=6.25%2022.06 | 28.4 | 79.52 | |
| MR-CCSNet+Ratio=6.25%2022.06 | 28.4 | 79.52 | |
| MR-CCSNetRatio=6.25%2022.06 | 28.34 | 79.49 | |
| MR-CCSNetRatio=6.25%2022.06 | 28.34 | 79.49 | |
| CSNet+Ratio=6.25%2022.06 | 28.14 | 79.77 | |
| RK-CCSNetRatio=6.25%2022.06 | 28.08 | 78.79 | |
| RK-CCSNet§Ratio=6.25%2022.06 | 28.08 | 78.79 | |
| CSNet+Ratio=6.25%2022.06 | 27.82 | 77.28 | |
| CSNet+§Ratio=6.25%2022.06 | 27.82 | 77.28 | |
| 4 TaskIterations=100, Loss Weighting Scheme=Normalised2025.12 | 27.09 | — | |
| RK-CCSNetRatio=3.125%2022.06 | 26.99 | 75.64 | |
| 3 TaskIterations=50, Loss Weighting Scheme=Uniform2025.12 | 26.88 | — | |
| MR-CCSNet+Ratio=3.125%2022.06 | 26.84 | 73.61 | |
| MR-CCSNet+Ratio=3.125%2022.06 | 26.84 | 73.61 | |
| MR-CCSNetRatio=3.125%2022.06 | 26.75 | 73.34 | |
| MR-CCSNetRatio=3.125%2022.06 | 26.75 | 73.34 | |
| CSNet+Ratio=3.125%2022.06 | 26.55 | 74.13 | |
| RK-CCSNetRatio=3.125%2022.06 | 26.51 | 72.66 | |
| RK-CCSNet§Ratio=3.125%2022.06 | 26.51 | 72.66 | |
| 4 TaskIterations=50, Loss Weighting Scheme=Uniform2025.12 | 26.28 | — | |
| 4 TaskIterations=50, Loss Weighting Scheme=Normalised2025.12 | 26.27 | — | |
| CSNet+Ratio=3.125%2022.06 | 26.18 | 71.02 | |
| CSNet+§Ratio=3.125%2022.06 | 26.18 | 71.02 | |
| RK-CCSNetRatio=1.5625%2022.06 | 25.56 | 70.55 | |
| 4 TaskIterations=50, Loss Weighting Scheme=Fixed2025.12 | 25.54 | — | |
| MR-CCSNet+Ratio=1.5625%2022.06 | 25.44 | 67.91 | |
| MR-CCSNet+Ratio=1.5625%2022.06 | 25.44 | 67.91 | |
| MR-CCSNetRatio=1.5625%2022.06 | 25.35 | 67.75 | |
| MR-CCSNetRatio=1.5625%2022.06 | 25.35 | 67.75 | |
| BF-CNNIterations=1002025.12 | 25.22 | — | |
| RK-CCSNetRatio=1.5625%2022.06 | 25.02 | 66.91 | |
| RK-CCSNet§Ratio=1.5625%2022.06 | 25.02 | 66.91 | |
| CSNet+Ratio=1.5625%2022.06 | 25.01 | 69.04 | |
| BF-CNNIterations=502025.12 | 24.79 | — | |
| CSNet+Ratio=1.5625%2022.06 | 24.51 | 63.44 | |
| CSNet+§Ratio=1.5625%2022.06 | 24.51 | 63.44 | |
| Degraded2025.12 | 7.33 | — |