Ultrasound Speckle Reduction on UterUS (Test Set, Noise Levels {0.003, 0.03, 0.3}) benchmark leaderboard · SOTA2 Research

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