UterUS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| ultrasound speckle reduction | UterUS (test) | PSNR31.5758 | 39 | |
| Ultrasound Speckle Reduction | UterUS noise level = 0.05 (test) | PSNR25.7602 | 13 | |
| Ultrasound Speckle Reduction | UterUS noise level = 0.02 (test) | PSNR27.8091 | 13 | |
| Ultrasound speckle reduction | UterUS noise level = 0.2 (test) | PSNR23.1816 | 13 | |
| Ultrasound speckle reduction | UterUS noise level = 0.1 (test) | PSNR24.4174 | 13 | |
| Ultrasound speckle reduction | UterUS unseen noise levels σ² ∈ {0.003, 0.03, 0.3} (test) | PSNR27.4412 | 13 | |
| Ultrasound Image Despeckling | UterUS all unseen levels (test) | BN-RMSE0.0575 | 13 | |
| Ultrasound Image Despeckling | UterUS all evaluated levels (test) | BN-RMSE0.0575 | 13 | |
| Medical Image Segmentation | UterUS | IoU81.65 | 6 | |
| Spatial Transcriptomics Prediction | Uterus NCBI Geo | R^20.13 | 5 |
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