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Papers Benchmarks Datasets Tasks

Medical image translation research benchmarks · SOTA2 Research

Medical image translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UCSF Average across 14 modality cases

86.99SSIM

12

Jun 12, 2026

BraTS Average across 14 modality cases 2020

84.5SSIM

12

Jun 12, 2026

GE SIGNA Whole-body PET/MR (test)

94.5SSIM (Head/Neck)

8

Jul 9, 2026

MRI Bidirectional T2/FLAIR translation average

25.38PSNR

8

Jun 1, 2026

MRI FLAIR to T2 sequence translation

25.78PSNR

8

Jun 1, 2026

In-house dataset balanced (test)

4.22MAE

7

Mar 20, 2026

3.45MAE

7

Mar 20, 2026

BraTS T2 to T1 2020

86.5SSIM

6

Jun 12, 2026

27.45PSNR

4

Feb 26, 2026

MRI Motion Correction (test)

0.96SSIM

4

Feb 26, 2026

Undersampled MRI Recon. (test)

97SSIM

4

Feb 26, 2026

PET to CT (test)

95SSIM

4

Feb 26, 2026

BraTS single-modality translation Tumor Regions T1 to T2 2020

63.35SSIM

3

Jun 12, 2026

BraTS T1 to T2 2020

0.857SSIM

3

Jun 12, 2026

Popular datasets

BraTS MRI ADNI UCSF In-house dataset

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