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Papers Benchmarks Datasets Tasks

Cardiac MRI Segmentation research benchmarks · SOTA2 Research

Cardiac MRI Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ACDC In-Distribution (test)

94Dice (Pool)

15

Feb 26, 2026

M&Ms Zero-Shot Out-of-Distribution

92.7Dice (Pool)

15

Feb 26, 2026

93.39DSC

9

Apr 7, 2026

M&Ms Target Domain D 100 volumes (Canon)

92.75Dice - LV

7

Apr 8, 2026

M&Ms Target Domain C (GE) 150 volumes

88.92Dice (LV)

7

Apr 8, 2026

M&Ms Target Domain B Philips 192 volumes

90.92Dice LV

7

Apr 8, 2026

79.83DSC

5

Feb 26, 2026

ACDC 2017 (train)

89.8DSC

5

Feb 26, 2026

Device (novel sequences)

87.4RV Dice

4

Feb 26, 2026

MOLLI (novel sequences)

87RV Dice

4

Feb 26, 2026

Popular datasets

M&Ms ACDC MOLLI Device MMWHS

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