UPID
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Denoising | UPID Base | PSNR51.54 | 30 | |
| Lesion detection | UPID-Base DRF=12 1.0 (test) | F1 Score93 | 7 | |
| Lesion detection | UPID-Base DRF=6 1.0 (test) | F1 Score97 | 7 | |
| Lesion detection | UPID-Base DRF=3 1.0 (test) | F1 Score99 | 7 | |
| Lesion detection | UPID-Base DRF=2 1.0 (test) | F1-score100 | 7 | |
| PET Image Denoising | UPID-OOD-DRF (test) | PSNR47.93 | 6 | |
| PET Image Denoising | UPID OOD-Center | PSNR43.61 | 6 | |
| PET image denoising | UPID Base | Noise Reduction (NR)4.6 | 6 | |
| SUV Reconstruction Accuracy | UPID Base | MAE (Blood Pool)0.098 | 6 |
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