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dMRI intensity inference research benchmarks · SOTA2 Research

dMRI intensity inference

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HCP single-shell (b=3000) (test)

23.7Absolute Error

18

Feb 26, 2026

HCP single-shell (b=1000) (test)

41.88Absolute Error

18

Feb 26, 2026

HCP b=2000 shell (eight subjects)

40.51PSNR

18

Feb 26, 2026

HCP b=2000s/mm² shell (test)

28.32Absolute Error (AE)

18

Feb 26, 2026

HCP b=2000 shell (test)

0.99MSSIM

18

Feb 26, 2026

HCP 8 subjects (qin=20, b=3000 s/mm²)

40.35PSNR

6

Feb 26, 2026

HCP 8 subjects qin=20, b=1000 s/mm²

40.29PSNR

6

Feb 26, 2026

HCP 8 subjects qin=10, b=3000 s/mm²

36.93PSNR

6

Feb 26, 2026

HCP 8 subjects qin=10, b=1000 s/mm²

39.64PSNR

6

Feb 26, 2026

HCP 8 subjects qin=6, b=3000 s/mm²

32.61PSNR

6

Feb 26, 2026

HCP 8 subjects qin=6, b=1000 s/mm²

35.64PSNR

6

Feb 26, 2026

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