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Benchmarks
LVEF estimation on Chicago (cross-site generalization)
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5.44
MAE
EchoJEPA-G
5.2816
6.3508
7.42
8.4892
Feb 2, 2026
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
EchoJEPA-G
Objective=Latent Predi...
2026.02
5.44
PanEcho
Objective=Supervised m...
2026.02
6.52
EchoPrime
Objective=Contrastive...
2026.02
6.71
EchoJEPA-L
Objective=Latent Predi...
2026.02
7.39
EchoMAE-L
Objective=Reconstructi...
2026.02
9.4
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