Mayo
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Low-dose CT Denoising | Mayo 2016 (test) | Client #1 PSNR39.26 | 24 | |
| Low-dose CT Denoising | Mayo 2020 (test) | PSNR48.84 | 17 | |
| Low-Dose CT Image Denoising | Mayo-2016 and Mayo-2020 (Average) Combined (test) | PSNR41.4 | 9 | |
| Low-Dose CT Denoising | Mayo OOD 2020 | PSNR (dB)37.59 | 8 | |
| Low-Dose CT Denoising | Mayo D45 (ID) 2016 | PSNR (dB)39.83 | 8 | |
| Low-Dose CT Denoising | Mayo B30 ID 2016 | PSNR (dB)40.52 | 8 | |
| Semantic Relatedness | MAYO n=101 (full) | Spearman Correlation0.695 | 8 | |
| CT Denoising | Mayo Abdomen | PSNR44.0748 | 5 | |
| CT Denoising | Mayo Chest | PSNR44.2525 | 5 | |
| iEEG neural decoding | MAYO 6s | AUROC0.961 | 5 | |
| Low-Dose CT Image Reconstruction | Mayo | RMSE22.123 | 5 |
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