| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Single MR Image Super-Resolution | T2 k-space truncation TD (test) | PSNR40.47 | 30 | |
| Single MR Image Super-Resolution | T2 Bicubic downsampling BD (test) | PSNR39.71 | 30 | |
| Ultra-Low Field MRI Enhancement | T2 (independent cohort) | MS-SSIM0.9083 | 10 | |
| Image Compression | T2 dataset | File Size (bytes)1,651 | 8 | |
| Data Analysis | T2 1.0 (test) | Task Completion Rate92.5 | 4 | |
| Task T2 | T2 | Total Tokens Used1,923 | 4 | |
| Classification | T2 | Accuracy92.7 | 4 | |
| Rectified wide-angle image rectangling | T2 (test) | PSNR19.9 | 3 |