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Papers Benchmarks Datasets Tasks

LVEF estimation research benchmarks · SOTA2 Research

LVEF estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EchoNet-Dynamic (test)

3.83MAE

20

Mar 30, 2026

EchoNet-Pediatric

3.88MAE

17

Feb 26, 2026

Short-term cardiac video

3.58MAE

16

Feb 26, 2026

5.73MAE

7

Feb 26, 2026

EchoNet-Dynamic Stanford

3.97MAE

5

Feb 26, 2026

Chicago (cross-site generalization)

5.44MAE

5

Feb 26, 2026

Toronto (internal)

4.26MAE

5

Feb 26, 2026

3.97MAE (Original)

5

Feb 26, 2026

Popular datasets

EchoNet-Dynamic EchoNet CAMUS Stanford Chicago

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