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Cardiac Image Segmentation research benchmarks – Page 2 · SOTA2 Research

Cardiac Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SCD 20% labeled

92.58Dice

8

Feb 26, 2026

SCD (10% labeled)

91.34Dice

8

Feb 26, 2026

93.22Average DSC

7

May 12, 2026

M&M Vendor B OOD

Ckpt. Ens. (Multi)

2.61ECE (%)

7

Feb 26, 2026

M&M Vendor A (OOD)

Ckpt. Ens. (Multi)

2.75ECE

7

Feb 26, 2026

Ckpt. Ens. (Single)

1.25ECE (%)

7

Feb 26, 2026

M&M Vendor B OOD (test)

88.5RV Score

6

Feb 26, 2026

M&M Vendor A OOD (test)

85.7RV Dice

6

Feb 26, 2026

87.17DSC (LV Myo)

5

Apr 7, 2026

M&Ms Average (test)

14.53Hausdorff Distance

5

Feb 26, 2026

M&Ms Target Domain D (test)

12.72Hausdorff Distance

5

Feb 26, 2026

M&Ms Target Domain B (test)

14.82Hausdorff Distance

5

Feb 26, 2026

M&Ms Target Domain A (test)

17.28Hausdorff Distance

5

Feb 26, 2026

M&Ms Average 1.0

86.03Dice Score

5

Feb 26, 2026

Page 2 of 2

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