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Papers Benchmarks Datasets Tasks

FastMRI dataset and benchmarks – Page 5 · SOTA2 Research

Research Datasets

FastMRI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

MRI Reconstruction

fastMRI knee Equispaced pattern (test)

37.5PSNR

3

Image Quality Assessment

fastmri+ annotations Heavy motion

95.26SSIM

3

Pathology Classification

fastmri+ Light motion annotations

97.06Accuracy

3

Image Quality Assessment

fastmri+ annotations Light motion

0.99SSIM

3

MRI Reconstruction

fastMRI Knee v1.0 (test)

0.927SSIM

2

MRI Reconstruction

fastMRI Knee 6x equispaced (val)

35.452PSNR

2

MRI Reconstruction

fastMRI Knee 4x equispaced (val)

38.329PSNR

2

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Popular tasks

MRI Reconstruction Reconstruction Multi-Coil MRI Reconstruction Classification Image Reconstruction

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