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Benchmarks
LVEF Classification on MIMIC-IV Lead I
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0.8512
AUROC
ECGFounder
0.482624
0.578312
0.674
0.769688
Dec 1, 2025
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
ECGFounder
Parameters=76.3M, Eval...
2025.12
0.8512
KED
Parameters=8M, Evaluat...
2025.12
0.833
CLEF-S
Parameters=448K, Evalu...
2025.12
0.817
CLEF-M
Parameters=30.7M, Eval...
2025.12
0.8083
CLEF-L
Parameters=296M, Evalu...
2025.12
0.7858
Moment
Parameters=125M, Evalu...
2025.12
0.7763
ST-MEM
Parameters=85M, Evalua...
2025.12
0.7751
Moirai
Parameters=91M, Evalua...
2025.12
0.4968
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