Ultrasound Speckle Reduction on UterUS (test)
31.5758PSNRNBGL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NBGLNoise level=0.0052026.06 | 31.5758 | 98.56 | 0.027 | — | |
| DESD-GANNoise level=0.0052026.06 | 30.1461 | 97.78 | 0.0322 | 8.94 | |
| BM4DNoise level=0.0052026.06 | 29.8252 | 97.97 | 0.0332 | 2.04 | |
| NBGLNoise level=0.012026.06 | 29.6079 | 97.75 | 0.0339 | — | |
| DU-GANNoise level=0.0052026.06 | 29.482 | 97.2 | 0.034 | 2.04 | |
| DESD-GANNoise level=0.012026.06 | 28.6554 | 96.9 | 0.038 | 8.94 | |
| Bilateral FilterNoise level=0.0052026.06 | 28.3858 | 95.67 | 0.0383 | 8.94 | |
| DU-GANNoise level=0.012026.06 | 27.733 | 96.14 | 0.0414 | 2.46 | |
| Bilateral FilterNoise level=0.012026.06 | 27.2901 | 94.99 | 0.0436 | 8.94 | |
| NBGLNoise level=Aggregated2026.06 | 27.0587 | 94.98 | 0.0479 | — | |
| BM4DNoise level=0.012026.06 | 26.8829 | 96.36 | 0.0465 | 8.94 | |
| DESD-GANNoise level=Aggregated2026.06 | 26.3451 | 93.65 | 0.0514 | 8.94 | |
| Gaussian FilterNoise level=0.0052026.06 | 25.3663 | 92.29 | 0.055 | 8.94 | |
| DU-GANNoise level=Aggregated2026.06 | 25.3402 | 92.43 | 0.0574 | 8.94 | |
| Gaussian FilterNoise level=0.012026.06 | 25.1312 | 91.96 | 0.0566 | 8.94 | |
| G2CR-FPNNoise level=0.0052026.06 | 24.4753 | 74.31 | 0.0603 | 8.94 | |
| G2CR-FPNNoise level=0.012026.06 | 24.2674 | 73.97 | 0.0618 | 8.94 | |
| Gaussian FilterNoise level=Aggregated2026.06 | 23.7007 | 89.81 | 0.0681 | 8.94 | |
| G2CR-FPNNoise level=Aggregated2026.06 | 23.3784 | 72.45 | 0.069 | 8.94 | |
| Median FilterNoise level=0.0052026.06 | 23.0198 | 85.76 | 0.0719 | 8.94 | |
| Bilateral FilterNoise level=Aggregated2026.06 | 22.9022 | 89.34 | 0.0837 | 8.94 | |
| Median FilterNoise level=0.012026.06 | 22.8982 | 85.52 | 0.0729 | 8.94 | |
| Mean FilterNoise level=0.0052026.06 | 22.4154 | 83.81 | 0.0772 | 8.94 | |
| Mean FilterNoise level=0.012026.06 | 22.3585 | 83.68 | 0.0777 | 8.94 | |
| BM4DNoise level=Aggregated2026.06 | 22.2885 | 89.73 | 0.0925 | 8.94 | |
| Median FilterNoise level=Aggregated2026.06 | 21.9418 | 84.02 | 0.0822 | 8.94 | |
| Mean FilterNoise level=Aggregated2026.06 | 21.8312 | 82.79 | 0.0831 | 8.94 | |
| Autoencoder-KLNoise level=0.0052026.06 | 19.7913 | 57.61 | 0.1031 | 8.94 | |
| Autoencoder-KLNoise level=0.012026.06 | 19.7829 | 57.55 | 0.1032 | 8.94 | |
| Autoencoder-KLNoise level=Aggregated2026.06 | 19.607 | 57.29 | 0.1053 | 8.94 | |
| Speckle2SelfNoise level=Aggregated2026.06 | 17.0696 | 64.91 | 0.1451 | 8.94 | |
| Speckle2SelfNoise level=0.012026.06 | 17.0332 | 64.93 | 0.146 | 8.94 | |
| Speckle2SelfNoise level=0.0052026.06 | 17.0142 | 64.93 | 0.1464 | 8.94 | |
| DDIMNoise level=0.012026.06 | 16.3888 | 62.41 | 0.1651 | 8.94 | |
| DDIMNoise level=0.0052026.06 | 16.0034 | 64.26 | 0.173 | 8.94 | |
| DDIMNoise level=Aggregated2026.06 | 15.6524 | 59.1 | 0.1791 | 8.94 | |
| LIT-FormerNoise level=Aggregated2026.06 | 10.7034 | 49.96 | 0.2989 | 8.94 | |
| LIT-FormerNoise level=0.012026.06 | 10.6761 | 49.81 | 0.2998 | 8.94 | |
| LIT-FormerNoise level=0.0052026.06 | 10.6689 | 49.77 | 0.3 | 8.94 |