LVEF estimation on Stanford
3.97MAE (Original)EchoJEPA-G
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| EchoJEPA-GArchitecture=Giant2026.02 | 3.97 | 4.01 | 4.07 | 4.17 | 4.02 | 4.04 | 4.07 | 2.3 | |
| EchoPrime2026.02 | 4.87 | 5.58 | 5.71 | 5.91 | 5.55 | 5.61 | 5.78 | 16.8 | |
| PanEcho2026.02 | 5.1 | 5.1 | 5.39 | 5.46 | 5.19 | 5.21 | 5.38 | 3.7 | |
| EchoJEPA-LArchitecture=Large2026.02 | 5.76 | 5.72 | 5.91 | 6.1 | 5.79 | 5.87 | 5.97 | 2.3 | |
| EchoMAE-LArchitecture=Large2026.02 | 8.52 | 8.51 | 8.57 | 8.58 | 8.56 | 8.57 | 8.57 | 0.5 |