| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| UCSF Average across 14 modality cases | HTSCGAN | SSIM86.99 | 12 | 1mo ago | |
| BraTS Average across 14 modality cases 2020 | HTSCGAN | SSIM84.5 | 12 | 1mo ago | |
| GE SIGNA Whole-body PET/MR (test) | HA-DSB | SSIM (Head/Neck)94.5 | 8 | 17d ago | |
| MRI Bidirectional T2/FLAIR translation average | ResViT | PSNR25.38 | 8 | 1mo ago | |
| MRI FLAIR to T2 sequence translation | ResViT | PSNR25.78 | 8 | 1mo ago | |
| In-house dataset balanced (test) | PASTA | MAE4.22 | 7 | 4mo ago | |
| ADNI (test) | PASTA | MAE3.45 | 7 | 4mo ago | |
| BraTS T2 to T1 2020 | HTSCGAN | SSIM86.5 | 6 | 1mo ago | |
| Pelvic | MedM2G | PSNR27.45 | 4 | 5mo ago | |
| MRI Motion Correction (test) | UP-GAN | SSIM0.96 | 4 | 5mo ago | |
| Undersampled MRI Recon. (test) | UP-GAN | SSIM97 | 4 | 5mo ago | |
| PET to CT (test) | UP-GAN | SSIM95 | 4 | 5mo ago | |
| BraTS single-modality translation Tumor Regions T1 to T2 2020 | HTSCGAN | SSIM63.35 | 3 | 1mo ago | |
| BraTS T1 to T2 2020 | HTSCGAN | SSIM0.8566 | 3 | 1mo ago |
