LVEF estimation on EchoNet-Dynamic Stanford
3.97MAEEchoJEPA-G
Evaluation results
| Method | Links | |
|---|---|---|
| EchoJEPA-GObjective=Latent Prediction, Evaluation Protocol=Frozen backbone, Probe=Attentive probe2026.02 | 3.97 | |
| EchoPrimeObjective=Contrastive VLM, Evaluation Protocol=Frozen backbone, Probe=Attentive probe2026.02 | 4.87 | |
| PanEchoObjective=Supervised multitask, Evaluation Protocol=Frozen backbone, Probe=Attentive probe2026.02 | 5.1 | |
| EchoJEPA-LObjective=Latent Prediction, Backbone=ViT-L, Evaluation Protocol=Frozen backbone, Probe=Attentive probe2026.02 | 5.76 | |
| EchoMAE-LObjective=Reconstruction, Backbone=ViT-L, Evaluation Protocol=Frozen backbone, Probe=Attentive probe2026.02 | 8.52 |