CS Reconstruction on Set11
40.08PSNRMHC-DUN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MHC-DUNSampling Ratio=0.402026.06 | 40.08 | 97.96 | — | — | — | |
| MHC-DUN*Sampling Ratio=0.402026.06 | 40.04 | 97.93 | — | — | — | |
| USB-NetSampling Ratio=0.402026.06 | 39.64 | 97.85 | — | — | — | |
| CPP-NetSampling Ratio=0.402026.06 | 39.53 | 97.81 | — | — | — | |
| NesTD-NetSampling Ratio=0.402026.06 | 39.47 | 97.78 | — | — | — | |
| OCTUF+Sampling Ratio=0.402026.06 | 39.41 | 97.73 | — | — | — | |
| FSIONetSampling Ratio=0.402026.06 | 39.13 | 97.64 | — | — | — | |
| CASNetSampling Ratio=0.402026.06 | 39.04 | 97.61 | — | — | — | |
| AMS-NetSampling Ratio=0.402026.06 | 38.87 | 97.02 | — | — | — | |
| TransCSSampling Ratio=0.402026.06 | 38.46 | 97.37 | — | — | — | |
| MHC-DUNSampling Ratio=0.302026.06 | 38.1 | 97.1 | — | — | — | |
| MHC-DUN*Sampling Ratio=0.302026.06 | 38.05 | 97.08 | — | — | — | |
| DPC-DUNSampling Ratio=0.402026.06 | 37.98 | 96.94 | — | — | — | |
| TCS-NetSampling Ratio=0.402026.06 | 37.93 | 97.5 | — | — | — | |
| NL-CSNetSampling Ratio=0.402026.06 | 37.71 | 97.53 | — | — | — | |
| USB-NetSampling Ratio=0.302026.06 | 37.65 | 96.99 | — | — | — | |
| CPP-NetSampling Ratio=0.302026.06 | 37.55 | 96.96 | — | — | — | |
| OCTUF+Sampling Ratio=0.302026.06 | 37.21 | 96.73 | — | — | — | |
| CSformerSampling Ratio=0.402026.06 | 37.2 | 96.79 | — | — | — | |
| NesTD-NetSampling Ratio=0.302026.06 | 37.17 | 96.77 | — | — | — | |
| FSIONetSampling Ratio=0.302026.06 | 37 | 96.65 | — | — | — | |
| AMS-NetSampling Ratio=0.302026.06 | 36.97 | 95.99 | — | — | — | |
| CASNetSampling Ratio=0.302026.06 | 36.93 | 96.64 | — | — | — | |
| SCSNetSampling Ratio=0.402026.06 | 36.92 | 96.66 | — | — | — | |
| MHC-DUNSampling Ratio=0.252026.06 | 36.87 | 96.49 | — | — | — | |
| MHC-DUN*Sampling Ratio=0.252026.06 | 36.81 | 96.46 | — | — | — | |
| CSNet+Sampling Ratio=0.402026.06 | 36.44 | 96.9 | — | — | — | |
| USB-NetSampling Ratio=0.252026.06 | 36.42 | 96.32 | — | — | — | |
| CPP-NetSampling Ratio=0.252026.06 | 36.35 | 96.31 | — | — | — | |
| NesTD-NetSampling Ratio=0.252026.06 | 36.27 | 96.22 | — | — | — | |
| OCTUF+Sampling Ratio=0.252026.06 | 36.1 | 96.04 | — | — | — | |
| CSNetSampling Ratio=0.402026.06 | 35.88 | 96.05 | — | — | — | |
| DPC-DUNSampling Ratio=0.302026.06 | 35.88 | 95.7 | — | — | — | |
| AMS-NetSampling Ratio=0.252026.06 | 35.85 | 95.22 | — | — | — | |
| FSIONetSampling Ratio=0.252026.06 | 35.8 | 95.95 | — | — | — | |
| CASNetSampling Ratio=0.252026.06 | 35.69 | 95.93 | — | — | — | |
| NL-CSNetSampling Ratio=0.302026.06 | 35.68 | 96.06 | — | — | — | |
| TransCSSampling Ratio=0.302026.06 | 35.62 | 95.88 | — | — | — | |
| TCS-NetSampling Ratio=0.302026.06 | 35.49 | 96.02 | — | — | — | |
| DPA-NetSampling Ratio=0.402026.06 | 35.21 | 95.8 | — | — | — | |
| CSformerSampling Ratio=0.302026.06 | 35.06 | 95.23 | — | — | — | |
| TransCSSampling Ratio=0.252026.06 | 35.06 | 95.48 | — | — | — | |
| DPC-DUNSampling Ratio=0.252026.06 | 34.69 | 94.82 | — | — | — | |
| SCSNetSampling Ratio=0.302026.06 | 34.64 | 95.11 | — | — | — | |
| NL-CSNetSampling Ratio=0.252026.06 | 34.45 | 95.13 | — | — | — | |
| CSNet+Sampling Ratio=0.302026.06 | 34.27 | 94.92 | — | — | — | |
| TCS-NetSampling Ratio=0.252026.06 | 33.94 | 95.08 | — | — | — | |
| MHC-DUNSampling Ratio=Average2026.06 | 33.91 | 89.51 | — | — | — | |
| CSNetSampling Ratio=0.302026.06 | 33.86 | 94.48 | — | — | — | |
| MHC-DUN*Sampling Ratio=Average2026.06 | 33.85 | 89.47 | — | — | — | |
| USB-NetSampling Ratio=Average2026.06 | 33.46 | 88.87 | — | — | — | |
| SCSNetSampling Ratio=0.252026.06 | 33.43 | 93.73 | — | — | — | |
| CPP-NetSampling Ratio=Average2026.06 | 33.38 | 88.76 | — | — | — | |
| CSformerSampling Ratio=0.252026.06 | 33.36 | 94.9 | — | — | — | |
| DPA-NetSampling Ratio=0.302026.06 | 33.35 | 94.25 | — | — | — | |
| CSNet+Sampling Ratio=0.252026.06 | 33.34 | 93.87 | — | — | — | |
| OCTUF+Sampling Ratio=Average2026.06 | 33.04 | 88.04 | — | — | — | |
| NesTD-NetSampling Ratio=Average2026.06 | 33.04 | 88.13 | — | — | — | |
| FSIONetSampling Ratio=Average2026.06 | 32.82 | 87.96 | — | — | — | |
| CASNetSampling Ratio=Average2026.06 | 32.8 | 88.17 | — | — | — | |
| AMS-NetSampling Ratio=Average2026.06 | 32.77 | 86.97 | — | — | — | |
| DPA-NetSampling Ratio=0.252026.06 | 32.38 | 93.11 | — | — | — | |
| CSNetSampling Ratio=0.252026.06 | 32.1 | 92.21 | — | — | — | |
| NL-CSNetSampling Ratio=Average2026.06 | 31.97 | 87.74 | — | — | — | |
| TransCSSampling Ratio=Average2026.06 | 31.87 | 86.86 | — | — | — | |
| MHC-DUNSampling Ratio=0.102026.06 | 31.86 | 92.08 | — | — | — | |
| MHC-DUN*Sampling Ratio=0.102026.06 | 31.82 | 92.06 | — | — | — | |
| DPC-DUNSampling Ratio=Average2026.06 | 31.7 | 86.38 | — | — | — | |
| TCS-NetSampling Ratio=Average2026.06 | 31.5 | 86.4 | — | — | — | |
| USB-NetSampling Ratio=0.102026.06 | 31.31 | 91.49 | — | — | — | |
| CSformerSampling Ratio=Average2026.06 | 31.29 | 86.76 | — | — | — | |
| CPP-NetSampling Ratio=0.102026.06 | 31.27 | 91.35 | — | — | — | |
| SCSNetSampling Ratio=Average2026.06 | 30.91 | 85.46 | — | — | — | |
| NesTD-NetSampling Ratio=0.102026.06 | 30.91 | 90.99 | — | — | — | |
| AMS-NetSampling Ratio=0.102026.06 | 30.73 | 88.67 | — | — | — | |
| OCTUF+Sampling Ratio=0.102026.06 | 30.7 | 90.3 | — | — | — | |
| CSNet+Sampling Ratio=Average2026.06 | 30.68 | 85.43 | — | — | — | |
| FSIONetSampling Ratio=0.102026.06 | 30.44 | 90.18 | — | — | — | |
| CASNetSampling Ratio=0.102026.06 | 30.35 | 90.12 | — | — | — | |
| CSNetSampling Ratio=Average2026.06 | 30.19 | 84.7 | — | — | — | |
| NL-CSNetSampling Ratio=0.102026.06 | 30.05 | 89.95 | — | — | — | |
| TransCSSampling Ratio=0.102026.06 | 29.54 | 88.77 | — | — | — | |
| DPC-DUNSampling Ratio=0.102026.06 | 29.4 | 87.98 | — | — | — | |
| DPA-NetSampling Ratio=Average2026.06 | 29.36 | 83.89 | — | — | — | |
| CSformerSampling Ratio=0.102026.06 | 29.21 | 87.84 | — | — | — | |
| TCS-NetSampling Ratio=0.102026.06 | 29.04 | 88.34 | — | — | — | |
| SCSNetSampling Ratio=0.102026.06 | 28.52 | 86.16 | — | — | — | |
| LapCSNetSampling Ratio=0.102026.06 | 28.34 | 85.71 | — | — | — | |
| CSNet+Sampling Ratio=0.102026.06 | 28.34 | 85.8 | — | — | — | |
| CSNetSampling Ratio=0.102026.06 | 28.1 | 85.14 | — | — | — | |
| DPA-NetSampling Ratio=0.102026.06 | 27.66 | 85.3 | — | — | — | |
| CLOMPSr=0.5, Resolution=512×512, Mean Kr=0.8212025.01 | 25.627 | 77.7 | 0.265 | 0.003 | 58.57 | |
| CLOMPSr=0.3, Resolution=512×512, Mean Kr=0.8212025.01 | 23.028 | 67.4 | 0.267 | 0.006 | 145.09 | |
| MHC-DUNSampling Ratio=0.012026.06 | 22.63 | 63.92 | — | — | — | |
| MHC-DUN*Sampling Ratio=0.012026.06 | 22.55 | 63.87 | — | — | — | |
| USB-NetSampling Ratio=0.012026.06 | 22.29 | 61.68 | — | — | — | |
| CPP-NetSampling Ratio=0.012026.06 | 22.19 | 61.35 | — | — | — | |
| CASNetSampling Ratio=0.012026.06 | 21.99 | 60.85 | — | — | — | |
| NL-CSNetSampling Ratio=0.012026.06 | 21.96 | 60.05 | — | — | — | |
| OCTUF+Sampling Ratio=0.012026.06 | 21.78 | 59.41 | — | — | — |