SynthRAD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| MRI-to-CT synthesis | SynthRAD2023 (test) | SSIM0.969 | 13 | |
| Image Synthesis | SynthRAD Pelvis CT to MRI 2023 | PSNR31.65 | 12 | |
| Image Synthesis | SynthRAD Pelvis MRI to CT 2023 | PSNR34.52 | 12 | |
| Image Synthesis | SynthRAD Brain, CT to MRI 2023 | PSNR33.87 | 12 | |
| Image Synthesis | SynthRAD2023 Brain MRI to CT | PSNR34.13 | 12 | |
| Image Synthesis | SynthRAD2023 Pelvis, CT to CBCT | PSNR26.36 | 12 | |
| Image Synthesis | SynthRAD Pelvis CBCT to CT 2023 | PSNR34.51 | 12 | |
| Image Synthesis | SynthRAD2023 Brain, CT to CBCT | PSNR26.97 | 12 | |
| Image Synthesis | SynthRAD Brain, CBCT to CT 2023 | PSNR35.03 | 12 | |
| CT to MRI Image Synthesis | SynthRAD Pelvis 2023 | MAE43.29 | 12 | |
| MRI to CT Image Synthesis | SynthRAD Pelvis 2023 | MAE28.31 | 12 | |
| CT to MRI Image Synthesis | SynthRAD Brain 2023 | MAE32.71 | 12 | |
| MRI to CT Image Synthesis | SynthRAD Brain 2023 | MAE23.21 | 12 | |
| CT to CBCT Image Synthesis | SynthRAD Pelvis 2023 | MAE31.51 | 12 | |
| CBCT to CT Image Synthesis | SynthRAD Pelvis 2023 | MAE19.31 | 12 | |
| CT to CBCT Image Synthesis | SynthRAD2023 Brain | MAE34.29 | 12 | |
| CBCT to CT Image Synthesis | SynthRAD Brain 2023 | MAE20.21 | 12 | |
| MRI-to-CT Synthesis | SynthRAD Abdominal 2025 | MAE67.28 | 10 | |
| MRI-to-CT Synthesis | SynthRAD Thoracic 2025 | MAE65.69 | 10 | |
| MRI-to-CT Synthesis | SynthRAD Head-and-Neck 2025 | MAE72.13 | 10 | |
| Medical Image Synthesis (CT to MRI) | SynthRAD2023 Pelvis | SSIM0.7422 | 9 | |
| Medical Image Synthesis (MRI to CT) | SynthRAD Pelvis 2023 | SSIM81.98 | 9 | |
| Medical Image Synthesis (CT to MRI) | SynthRAD Brain 2023 | SSIM77.09 | 9 | |
| Medical Image Synthesis (MRI to CT) | SynthRAD Brain 2023 | SSIM88.87 | 9 | |
| Medical Image Synthesis (CT to CBCT) | SynthRAD Pelvis 2023 | SSIM83.91 | 9 |
Showing 25 of 40 rows