NAMIC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Super-resolution | NAMIC T2w (test) | PSNR42.32 | 37 | |
| 2D Super-Resolution | NAMIC T1-weighted 2x upscaling (test) | SSIM0.9775 | 6 | |
| Medical Image Segmentation | NAMIC T2-w to T1-w (test) | Dice83.64 | 6 | |
| Image Synthesis | NAMIC T2-w to T1-w (test) | PSNR (dB)37 | 6 | |
| Medical Image Segmentation | NAMIC T1-w to T2-w (test) | Dice Coefficient0.8521 | 6 | |
| Image Synthesis | NAMIC T1-w to T2-w (test) | PSNR (dB)37.82 | 6 | |
| 3D Super-Resolution | NAMIC T2-weighted (test) | SSIM0.9835 | 5 | |
| 2D Super-Resolution | NAMIC T1-weighted 4x upscaling (test) | SSIM0.9193 | 5 | |
| 3D Super-Resolution | NAMIC T1-weighted (test) | SSIM96.87 | 4 | |
| 2D Super-Resolution | NAMIC T2-weighted 2x upscaling (test) | SSIM98.82 | 3 |
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