Compton Tomography Image Reconstruction on AAPM noise-free (test)
32.86PSNRUnWave-Net
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UnWave-Netdetectors (K)=150, noise_level=none, unrolling_iterations (T)=162024.06 | 32.86 | 95.12 | |
| UnWave-Netdetectors (K)=100, noise_level=none, unrolling_iterations (T)=162024.06 | 32.73 | 94.18 | |
| RegFormerdetectors (K)=100, noise_level=none2024.06 | 32.54 | 94.22 | |
| RegFormerdetectors (K)=150, noise_level=none2024.06 | 32.45 | 95.02 | |
| LPDdetectors (K)=150, noise_level=none2024.06 | 32.07 | 94.05 | |
| LEARNdetectors (K)=150, noise_level=none2024.06 | 31.92 | 95.11 | |
| LEARNdetectors (K)=100, noise_level=none2024.06 | 31.9 | 94.08 | |
| LPDdetectors (K)=100, noise_level=none2024.06 | 31.48 | 92.86 | |
| DuDoTransdetectors (K)=150, noise_level=none2024.06 | 29.16 | 81.96 | |
| U-Netdetectors (K)=150, noise_level=none2024.06 | 28.32 | 83.59 | |
| DuDoTransdetectors (K)=100, noise_level=none2024.06 | 27.32 | 80.08 | |
| U-Netdetectors (K)=100, noise_level=none2024.06 | 27.14 | 81.47 | |
| TVdetectors (K)=150, noise_level=none2024.06 | 26.61 | 80.56 | |
| TVdetectors (K)=100, noise_level=none2024.06 | 25.33 | 78.31 | |
| Pseudo-inversedetectors (K)=150, noise_level=none2024.06 | 19.52 | 21.9 | |
| Pseudo-inversedetectors (K)=100, noise_level=none2024.06 | 18.21 | 17.26 |