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Benchmarks
LEF detection on EchoNext internal (test)
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88.4
AUROC
ECGPD-LEF
84.344
85.397
86.45
87.503
Mar 30, 2026
AUROC
AUPRC
F1 Score
Updated 2mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
F1 Score
ECGPD-LEF
Tabular Model=XGBoost,...
2026.03
88.4
69.2
64.5
Columbia mini model
Tabular Model=None, Pr...
2026.03
85.2
59.9
57.9
ECGPD-LEF
Tabular Model=Logistic...
2026.03
84.9
57.8
58.5
ECGPD-LEF
Tabular Model=XGBoost,...
2026.03
84.9
58.5
57.6
ECGPD-LEF
Tabular Model=Logistic...
2026.03
84.5
56.8
57
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