ResearchBenchmarksUltrasound Image Denoising on PICMUS Simulation (Row 1)Follow89gCNR75 CPWC54.6863.5972.581.41Jun 26, 2025Evaluation ResultsMethodMethodLinksgCNRCNR (dB)75 CPWCNote=ReferenceNote=Reference2025.06895.8physics-aware zero-shot denoising framework2025.06823.9DPWDPM2025.06773.5S2S2025.06763N2S2025.06682.9BM3D2025.06633.04MSLAE2025.06572.7Noisy Image2025.06562.6ZS_N2N2025.06562.7MSLAETraining Data=B-modeTraining Data=B-mode2025.06562.6DPWDPMTraining Data=B-modeTraining Data=B-mode2025.06562.7