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Papers Benchmarks Datasets Tasks

Left ventricular end-diastolic volume (LVEDV) estimation research benchmarks · SOTA2 Research

Left ventricular end-diastolic volume (LVEDV) estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Echo (clinical)

0.82Pearson r

3

Feb 26, 2026

Supervised learning literature

Supervised learning

0.7R2

2

Feb 26, 2026

Clinical variability literature

Clinical variability

23LVEDV Bias (mL)

1

Feb 26, 2026

All-comers (Echo/AI)

self-supervised segmentation pipeline

0.84Correlation (r)

1

Feb 26, 2026

Popular datasets

CMR All-comers Clinical variability Supervised learning

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