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2D Super-Resolution research benchmarks · SOTA2 Research

2D Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CH 2x upscaling (test)

CNN with Intermediate Loss

0.929SSIM

6

Feb 26, 2026

NAMIC T1-weighted 2x upscaling (test)

CNN with Intermediate Loss

0.978SSIM

6

Feb 26, 2026

CH 4x upscaling (test)

CNN with Intermediate Loss

83.08SSIM

5

Feb 26, 2026

NAMIC T1-weighted 4x upscaling (test)

CNN with Intermediate Loss

0.919SSIM

5

Feb 26, 2026

NAMIC T2-weighted 2x upscaling (test)

CNN with Intermediate Loss

98.82SSIM

3

Feb 26, 2026

NAMIC T2-weighted 4x upscaling (test)

CNN with Intermediate Loss

93.82SSIM

2

Feb 26, 2026

Popular datasets

NAMIC CH NAMIC T2-weighted

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