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Papers Benchmarks Datasets Tasks

Left ventricle end-systolic volume (LVESV) estimation research benchmarks · SOTA2 Research

Left ventricle end-systolic volume (LVESV) estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

self-supervised segmentation pipeline

0.9Pearson Correlation (r)

3

Feb 26, 2026

Supervised learning literature

Supervised learning

0.74R-squared

2

Feb 26, 2026

Clinical variability literature

Clinical variability

11LVESV Bias (mL)

1

Feb 26, 2026

All-comers Echo AI

self-supervised segmentation pipeline

0.9Correlation (r)

1

Feb 26, 2026

Popular datasets

CMR All-comers Clinical variability Supervised learning

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