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Papers Benchmarks Datasets Tasks

Ultrasound Image Denoising research benchmarks · SOTA2 Research

Ultrasound Image Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

In vivo Ultrasound 2 sub-apertures

99.5gCNR

144

May 14, 2026

In vivo Ultrasound 8 sub-apertures

12.27CNR

72

May 14, 2026

In vivo Ultrasound 8 sub-apertures

1gCNR

72

May 14, 2026

Simulation Ultrasound Data

10.62CNR

54

May 14, 2026

In vivo cross-sectional carotid artery data

physics-aware zero-shot denoising framework

0.78gCNR

11

May 19, 2026

PICMUS Simulation (Row 3)

86gCNR

11

May 19, 2026

PICMUS Simulation (Row 2)

0.86gCNR

11

May 19, 2026

PICMUS Simulation (Row 1)

89gCNR

11

May 19, 2026

in vivo Kidney Ultrasound 8 sub-apertures

25.13SNR

9

May 14, 2026

in vivo Liver Ultrasound 8 sub-apertures

28.48SNR

9

May 14, 2026

in vivo Heart Ultrasound 8 sub-apertures

18.52SNR (A4C)

9

May 14, 2026

in vivo Kidney Ultrasound 2 sub-apertures

19.78SNR

9

May 14, 2026

in vivo Liver Ultrasound 2 sub-apertures

24.45SNR

9

May 14, 2026

in vivo Heart Ultrasound 2 sub-apertures

17.5SNR (A4C)

9

May 14, 2026

Popular datasets

In vivo Ultrasound PICMUS in vivo Heart Ultrasound in vivo Liver Ultrasound in vivo Kidney Ultrasound

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