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ultrasound speckle reduction research benchmarks · SOTA2 Research

ultrasound speckle reduction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

31.576PSNR

39

Jun 25, 2026

UterUS noise level = 0.05 (test)

25.76PSNR

13

Jun 25, 2026

UterUS noise level = 0.02 (test)

27.809PSNR

13

Jun 25, 2026

UterUS noise level = 0.2 (test)

23.182PSNR

13

Jun 25, 2026

UterUS noise level = 0.1 (test)

24.417PSNR

13

Jun 25, 2026

UterUS unseen noise levels σ² ∈ {0.003, 0.03, 0.3} (test)

27.441PSNR

13

Jun 25, 2026

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