Image Reconstruction on IDT 15 dB Input SNR
40.57SNR (dB)ODER
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ODERMinibatch size=250, Model Size=29.7 MB, Measurement Memory=1.76 GB2022.05 | 40.57 | 118.7 | 3.628 | |
| REDVariant=DEQ, Model Size=29.7 MB, Measurement Memory=3.56 GB2022.05 | 40.54 | 202.3 | 6.362 | |
| ODERMinibatch size=100, Model Size=29.7 MB, Measurement Memory=0.71 GB2022.05 | 40.28 | 63.31 | 2.051 | |
| SGD-NetMinibatch size=100, Model Size=29.7 MB, Measurement Memory=0.71 GB2022.05 | 39.62 | 6.697 | 0.207 | |
| REDVariant=Denoising, Model Size=118.2 MB, Measurement Memory=3.56 GB2022.05 | 39.52 | 285.5 | 7.528 | |
| ISTA-Net+Model Size=1.21 MB, Measurement Memory=3.56 GB2022.05 | 38.37 | 7.081 | 0.216 | |
| U-NetModel Size=118.2 MB, Measurement Memory=N/A2022.05 | 38.35 | 2.811 | 0.089 | |
| TVModel Size=N/A, Measurement Memory=3.56 GB2022.05 | 38.34 | 215.3 | 32.24 |