Ultrasound Speckle Reduction on UterUS (Test Set, Noise Levels {0.003, 0.03, 0.3})
27.4412PSNRNBGL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NBGL2026.06 | 27.4412 | 94.41 | 0.0488 | — | |
| DESD-GAN2026.06 | 26.5254 | 93.08 | 0.0525 | 8.94 | |
| DU-GAN2026.06 | 25.5223 | 91.81 | 0.0597 | 8.94 | |
| Gaussian Filter2026.06 | 23.1644 | 88.86 | 0.0745 | 8.94 | |
| G2CR-FPN2026.06 | 23.054 | 71.96 | 0.0724 | 8.94 | |
| BM4D2026.06 | 22.7256 | 88.44 | 0.1034 | 8.94 | |
| Bilateral Filter2026.06 | 22.3716 | 87.64 | 0.0985 | 8.94 | |
| Mean Filter2026.06 | 21.4691 | 82.27 | 0.0874 | 8.94 | |
| Median Filter2026.06 | 21.3528 | 83.17 | 0.0898 | 8.94 | |
| Autoencoder-KL2026.06 | 19.4773 | 56.87 | 0.1071 | 8.94 | |
| Speckle2Self2026.06 | 17.0373 | 64.89 | 0.1456 | 8.94 | |
| DDIM2026.06 | 15.407 | 52.45 | 0.1832 | 8.94 | |
| LIT-Former2026.06 | 10.7119 | 49.97 | 0.2986 | 8.94 |