Image Compressive Sensing on Urban100
41.28PSNRSIB-ACS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SIB-ACSSampling Type=Adaptive, Sampling Ratio (SR)=0.502025.03 | 41.28 | 98.07 | |
| OCTUFCS Ratio=50%2023.04 | 38.29 | 97.97 | |
| OCTUF+CS Ratio=50%2023.04 | 38.28 | 97.95 | |
| MHC-DUNSampling Ratio=0.402026.06 | 37.81 | 97.44 | |
| FSOINetCS Ratio=50%2023.04 | 37.8 | 97.77 | |
| MHC-DUN*Sampling Ratio=0.402026.06 | 37.78 | 97.42 | |
| MADUNCS Ratio=50%2023.04 | 37.75 | 97.46 | |
| OCTUF+Sampling Ratio=0.402026.06 | 37.51 | 97.21 | |
| CASNetCS Ratio=50%2023.04 | 37.45 | 97.77 | |
| TransCSCS Ratio=50%2023.04 | 37.2 | 97.61 | |
| FSIONetSampling Ratio=0.402026.06 | 37.12 | 97.11 | |
| AMS-NetSampling Ratio=0.402026.06 | 37.07 | 96.5 | |
| DPC-DUNSampling Ratio=0.402026.06 | 36.92 | 96.58 | |
| USB-NetSampling Ratio=0.402026.06 | 36.72 | 97.23 | |
| CASNetSampling Ratio=0.402026.06 | 36.7 | 96.94 | |
| CPP-NetSampling Ratio=0.402026.06 | 36.5 | 97.14 | |
| TransCSSampling Ratio=0.402026.06 | 36.43 | 96.72 | |
| AMP-NetCS Ratio=50%2023.04 | 36.33 | 97.12 | |
| OCTUF+CS Ratio=40%2023.04 | 36.31 | 97 | |
| SIB-ACSSampling Type=Adaptive, Sampling Ratio (SR)=Average2025.03 | 36.31 | 95.03 | |
| OCTUFCS Ratio=40%2023.04 | 36.25 | 96.69 | |
| COASTCS Ratio=50%2023.04 | 35.99 | 96.65 | |
| FSOINetCS Ratio=40%2023.04 | 35.93 | 96.88 | |
| NesTD-NetSampling Ratio=0.402026.06 | 35.9 | 96.82 | |
| MHC-DUNSampling Ratio=0.302026.06 | 35.87 | 96.27 | |
| MHC-DUN*Sampling Ratio=0.302026.06 | 35.81 | 96.25 | |
| MADUNCS Ratio=40%2023.04 | 35.8 | 96.33 | |
| TCS-NetSampling Ratio=0.402026.06 | 35.76 | 96.43 | |
| NL-CSNetSampling Ratio=0.402026.06 | 35.55 | 96.41 | |
| CASNetCS Ratio=40%2023.04 | 35.48 | 96.69 | |
| OCTUF+Sampling Ratio=0.302026.06 | 35.46 | 95.87 | |
| CSformerSampling Ratio=0.402026.06 | 35.31 | 96.14 | |
| TransCSCS Ratio=40%2023.04 | 35.22 | 96.48 | |
| SIB-ACSSampling Type=Adaptive, Sampling Ratio (SR)=0.252025.03 | 35.15 | 95.16 | |
| FSIONetSampling Ratio=0.302026.06 | 35.07 | 95.71 | |
| AMS-NetSampling Ratio=0.302026.06 | 35.05 | 94.99 | |
| DPC-DUNSampling Ratio=0.302026.06 | 34.86 | 94.99 | |
| USB-NetSampling Ratio=0.302026.06 | 34.79 | 96.01 | |
| SCSNetSampling Ratio=0.402026.06 | 34.74 | 95.84 | |
| MHC-DUNSampling Ratio=0.252026.06 | 34.69 | 95.45 | |
| MHC-DUN*Sampling Ratio=0.252026.06 | 34.66 | 95.42 | |
| DPH-DUNCS ratio (gamma)=0.252026.05 | 34.64 | 95.57 | |
| CASNetSampling Ratio=0.302026.06 | 34.62 | 95.48 | |
| CPP-NetSampling Ratio=0.302026.06 | 34.58 | 95.86 | |
| ISTA-Net+CS Ratio=50%2023.04 | 34.43 | 95.71 | |
| AMP-NetCS Ratio=40%2023.04 | 34.37 | 95.78 | |
| CSNet+Sampling Ratio=0.402026.06 | 34.29 | 95.6 | |
| OCTUF+CS Ratio=30%2023.04 | 34.27 | 95.59 | |
| OCTUF+Sampling Ratio=0.252026.06 | 34.27 | 94.87 | |
| AMS-NetSampling Ratio=0.252026.06 | 34.23 | 93.83 | |
| COASTCS Ratio=40%2023.04 | 34.22 | 95.3 | |
| OCTUFCS Ratio=30%2023.04 | 34.21 | 95.55 | |
| DPH-DUN*CS ratio (gamma)=0.252026.05 | 34.13 | 95.32 | |
| MAC-NetCS Ratio=50%2023.04 | 34.03 | 95.13 | |
| OCTUF+CS Ratio=Average2023.04 | 33.97 | 94.32 | |
| OCTUFCS Ratio=Average2023.04 | 33.91 | 94.23 | |
| FSOINetCS Ratio=30%2023.04 | 33.84 | 95.4 | |
| FSIONetSampling Ratio=0.252026.06 | 33.84 | 94.67 | |
| CSNetSampling Ratio=0.402026.06 | 33.8 | 95.36 | |
| MADUNCS Ratio=30%2023.04 | 33.77 | 94.72 | |
| DPC-DUNSampling Ratio=0.252026.06 | 33.69 | 93.83 | |
| NL-CSNetSampling Ratio=0.302026.06 | 33.62 | 94.26 | |
| USB-NetCS ratio (gamma)=0.252026.05 | 33.56 | 95 | |
| USB-NetSampling Ratio=0.252026.06 | 33.56 | 95 | |
| FSOINetCS Ratio=Average2023.04 | 33.54 | 94.12 | |
| DPA-NetSampling Ratio=0.402026.06 | 33.5 | 94.7 | |
| CASNetSampling Ratio=0.252026.06 | 33.47 | 94.4 | |
| NesTD-NetSampling Ratio=0.302026.06 | 33.46 | 95.15 | |
| MADUNCS Ratio=Average2023.04 | 33.4 | 93.18 | |
| TCS-NetSampling Ratio=0.302026.06 | 33.4 | 93.91 | |
| CPP-NetCS ratio (gamma)=0.252026.05 | 33.38 | 94.85 | |
| CPP-NetSampling Ratio=0.252026.06 | 33.38 | 94.85 | |
| CASNetCS Ratio=30%2023.04 | 33.37 | 95.11 | |
| CASNetCS Ratio=Average2023.04 | 33.19 | 93.94 | |
| CSformerSampling Ratio=0.302026.06 | 33.18 | 93.77 | |
| TransCSSampling Ratio=0.302026.06 | 33.13 | 94.18 | |
| OCTUF+CS Ratio=25%2023.04 | 33.08 | 94.53 | |
| NesTD-NetCS ratio (gamma)=0.252026.05 | 33.02 | 94.48 | |
| NesTD-NetSampling Ratio=0.252026.06 | 33.02 | 94.48 | |
| OCTUFCS Ratio=25%2023.04 | 32.99 | 94.45 | |
| OCTUFCS ratio (gamma)=0.252026.05 | 32.99 | 94.45 | |
| SCSNetSampling Ratio=0.302026.06 | 32.97 | 93.49 | |
| NL-CSNetSampling Ratio=0.252026.06 | 32.96 | 94.1 | |
| TransCSSampling Ratio=0.252026.06 | 32.9 | 93.7 | |
| UFC-NetCS ratio (gamma)=0.252026.05 | 32.82 | 94.23 | |
| FSOINetCS Ratio=25%2023.04 | 32.62 | 94.3 | |
| FOSINetCS ratio (gamma)=0.252026.05 | 32.62 | 94.3 | |
| TransCSCS Ratio=Average2023.04 | 32.56 | 93.27 | |
| MADUNCS Ratio=25%2023.04 | 32.54 | 93.47 | |
| CSNet+Sampling Ratio=0.302026.06 | 32.5 | 93.41 | |
| ISTA-Net+CS Ratio=40%2023.04 | 32.43 | 93.77 | |
| DPC-DUNCS ratio (gamma)=0.252026.05 | 32.36 | 93.23 | |
| COASTCS Ratio=30%2023.04 | 32.23 | 93.21 | |
| CASNetCS Ratio=25%2023.04 | 32.2 | 93.96 | |
| AMP-NetCS Ratio=30%2023.04 | 32.19 | 93.65 | |
| CSNetSampling Ratio=0.302026.06 | 32.16 | 93.16 | |
| DPA-NetCS Ratio=50%2023.04 | 32.08 | 94.47 | |
| CSformerSampling Ratio=0.252026.06 | 31.98 | 92.82 | |
| AMP-NetCS Ratio=Average2023.04 | 31.96 | 92.02 | |
| TransCSCS Ratio=30%2023.04 | 31.95 | 94.83 |