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Left Ventricle Segmentation research benchmarks · SOTA2 Research

Left Ventricle Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.94DSC (%)

10

Feb 26, 2026

EchoNet-Dynamic

93.9mDice

9

Mar 30, 2026

94.82mDice

9

Mar 30, 2026

EchoNet-Dynamic 1.0 (test)

92.67Dice

9

Feb 26, 2026

EchoNet-Pediatric 1.0 (test)

91.9Dice

9

Feb 26, 2026

Hiera-based adaptive framework

93.8DSC

8

Feb 26, 2026

ACDC (30 MRI slices)

97.21Mean Dice

4

Jun 16, 2026

92.7Dice (Diastole)

2

Feb 26, 2026

EchoNet Whole dataset

self-supervised segmentation pipeline

88.6Dice (Diastole)

1

Feb 26, 2026

Popular datasets

EchoNet ACDC EchoNet-Dynamic CAMUS

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