BrainWeb
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| PET reconstruction | BrainWeb 20% Count | SSIM98.59 | 10 | |
| PET reconstruction | BrainWeb 40% Count simulated (test) | SSIM0.9918 | 10 | |
| Bias Field Correction | BrainWeb T2 | PSNR30.98 | 9 | |
| Bias Field Correction | BrainWeb T1 | PSNR31.78 | 9 | |
| MR Bias Field Correction | BrainWeb T2 | CVGM0.121 | 9 | |
| MR Bias Field Correction | BrainWeb T1 | CVGM0.113 | 9 | |
| PET image reconstruction | BrainWeb Counts=5e4 (1/100) (test) | PSNR20.69 | 5 | |
| PET image reconstruction | BrainWeb Counts=5e5 (1/10) (test) | PSNR23.1 | 5 | |
| PET image reconstruction | BrainWeb Counts=1.25e6 (1/4) (test) | PSNR22.61 | 5 |
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