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Papers Benchmarks Datasets Tasks

Left ventricular ejection fraction (LVEF) estimation research benchmarks · SOTA2 Research

Left ventricular ejection fraction (LVEF) estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EchoNet-Dynamic

0.816Correlation (corr)

9

Mar 30, 2026

0.835Correlation Coefficient

9

Mar 30, 2026

0.1MD (%)

8

Mar 17, 2026

Echo (clinical)

0.82Pearson Correlation (r)

3

Feb 26, 2026

Supervised learning literature

Supervised learning

0.5R-squared

2

Feb 26, 2026

Clinical variability literature

Clinical variability

8Bias

1

Feb 26, 2026

Echo AI All-comers

self-supervised segmentation pipeline

0.81r

1

Feb 26, 2026

Popular datasets

UK Biobank EchoNet CAMUS CMR Clinical variability

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