Image Denoising on Ultrasound Dataset (test)
26.85PSNRDEMIX
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEMIXsigma_x=2, sigma_y=1.5, alpha_t=0.373, beta_t=0.1272026.02 | 26.85 | 0.745 | |
| BM3Dsigma_x=4, sigma_y=3.5, alpha_t=0.373, beta_t=0.1272026.02 | 26.35 | 0.672 | |
| BM3Dsigma_x=2, sigma_y=1.5, alpha_t=0.373, beta_t=0.1272026.02 | 26.31 | 0.672 | |
| SDDPMsigma_x=2, sigma_y=1.5, alpha_t=0.373, beta_t=0.1272026.02 | 26.16 | 0.727 | |
| PSF-SRDNsigma_x=2, sigma_y=1.5, alpha_t=0.373, beta_t=0.1272026.02 | 25.96 | 0.723 | |
| NLMeanssigma_x=2, sigma_y=1.5, alpha_t=0.373, beta_t=0.1272026.02 | 25.42 | 0.478 | |
| DEMIXsigma_x=2, sigma_y=1.5, alpha_t=0.749, beta_t=0.2512026.02 | 24.55 | 0.671 | |
| DEMIXsigma_x=2, sigma_y=1.5, alpha_t=1.124, beta_t=0.3762026.02 | 23.22 | 0.629 | |
| DEMIXsigma_x=2, sigma_y=1.5, alpha_t=1.5, beta_t=0.52026.02 | 22.27 | 0.586 | |
| DnCNNsigma_x=2, sigma_y=1.5, alpha_t=0.373, beta_t=0.1272026.02 | 19.55 | 0.238 | |
| BM3Dsigma_x=4, sigma_y=3.5, alpha_t=0.749, beta_t=0.2512026.02 | 19.28 | 0.117 | |
| BM3Dsigma_x=2, sigma_y=1.5, alpha_t=0.749, beta_t=0.2512026.02 | 19.12 | 0.116 | |
| BM3Dsigma_x=4, sigma_y=3.5, alpha_t=1.124, beta_t=0.3762026.02 | 15.85 | 0.033 | |
| BM3Dsigma_x=2, sigma_y=1.5, alpha_t=1.124, beta_t=0.3762026.02 | 15.73 | 0.033 | |
| BM3Dsigma_x=4, sigma_y=3.5, alpha_t=1.5, beta_t=0.52026.02 | 14.83 | 0.015 | |
| BM3Dsigma_x=2, sigma_y=1.5, alpha_t=1.5, beta_t=0.52026.02 | 14.67 | 0.015 | |
| AdaReNetsigma_x=2, sigma_y=1.5, alpha_t=0.373, beta_t=0.1272026.02 | 6.98 | 0.111 | |
| Pureformersigma_x=2, sigma_y=1.5, alpha_t=0.373, beta_t=0.1272026.02 | 5.96 | 0.142 | |
| SCUNetsigma_x=2, sigma_y=1.5, alpha_t=0.373, beta_t=0.1272026.02 | 5.8 | 0.113 | |
| SwinIRsigma_x=2, sigma_y=1.5, alpha_t=0.373, beta_t=0.1272026.02 | 5.35 | 0.154 |