UKBB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Segmentation | UKBB | Dice Score94.79 | 50 | |
| Disease Prediction | UKBB Task I21 (out-of-distribution) | AUROC0.714 | 10 | |
| Disease Prediction | UKBB Task G45 (out-of-distribution) | AUROC0.673 | 10 | |
| Disease Prediction | UKBB Task J45 (out-of-distribution) | AUROC0.622 | 10 | |
| Disease Prediction | UKBB Task J44 (out-of-distribution) | AUROC0.82 | 10 | |
| Cardiac MRI Synthesis | UKBB 24 missing slices (test) | PSNR25.39 | 7 | |
| Cardiac MRI Synthesis | UKBB 16 missing slices (test) | PSNR26.07 | 7 | |
| Cardiac MRI Synthesis | UKBB 8 missing slices (test) | PSNR26.42 | 7 |
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