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Cardiac structure segmentation research benchmarks · SOTA2 Research

Cardiac structure segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Cardiac adaptation US -> MR (test)

95.8DICE (LV)

9

Mar 6, 2026

Cardiac adaptation MR -> US (test)

94.6DICE (LV)

9

Mar 6, 2026

93.95Endocardium Score

8

Mar 31, 2026

MM-WHS MRI to CT adaptation (test)

93.1AA Score

6

Jun 23, 2026

86.78Dice Score

3

Feb 26, 2026

CAMUS LA (test)

—

—Primary metric

0

Feb 26, 2026

CAMUS LV Epi (test)

—

—Primary metric

0

Feb 26, 2026

CAMUS LV Endo (test)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

CAMUS Cardiac adaptation MM-WHS LGE

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