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Papers Benchmarks Datasets Tasks

Parallel Imaging Reconstruction research benchmarks · SOTA2 Research

Parallel Imaging Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

32.46PSNR

35

May 12, 2026

knee dataset CORPD-weighted in-distribution (test)

fully-learned filters and time conditioning (FLF+TC)

37.05PSNR

35

May 12, 2026

Anatomical out-of-distribution dataset T2 contrast, 2D Gaussian trajectory, A=8

fully-learned filters and time conditioning (FLF+TC)

35.04PSNR

7

May 12, 2026

Anatomical out-of-distribution dataset T2 contrast, Radial trajectory, A=11

fully-learned filters and time conditioning (FLF+TC)

34.3PSNR

7

May 12, 2026

Anatomical out-of-distribution dataset T2 contrast, Cartesian trajectory, A=4, ACL=4

fully-learned filters and time conditioning (FLF+TC)

33.54PSNR

7

May 12, 2026

Anatomical out-of-distribution dataset T2 contrast, Cartesian trajectory, Rotated phase-encoding, A=8, ACL=8

fully-learned filters and time conditioning (FLF+TC)

35.92PSNR

7

May 12, 2026

Anatomical out-of-distribution dataset T2 contrast, Cartesian trajectory, A=8, ACL=8

fully-learned filters and time conditioning (FLF+TC)

33.81PSNR

7

May 12, 2026

Popular datasets

Anatomical out-of-distribution dataset Knee dataset CORPDFS Anatomical out-of-distribution

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