| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Single MR Image Super-Resolution | T1 k-space truncation TD (test) | PSNR38.62 | 30 | |
| Single MR Image Super-Resolution | T1 Bicubic downsampling BD (test) | PSNR38.27 | 30 | |
| Image Compression | T1 | File Size (bytes)1,219 | 8 | |
| Mass Generalization | T1 1.1–1.5× mass | Retention Rate81.1 | 4 | |
| Portrait correction | T1 (test) | Line ACC66.825 | 4 | |
| News Aggregation | T1 News 1.0 (test) | Task Completion Rate89.2 | 4 | |
| Task T1 | T1 | Token Usage (Input + Output)2,847 | 4 | |
| Classification | T1 | Accuracy80.5 | 4 | |
| Liver Segmentation | T1 Out-of-Domain (test) | DSC73.51 | 1 |