Echocardiography Navigation on Echocardiography Navigation Parasternal Window
5.3MAE (Translation)UltraStar
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UltraStarType=Star Graph2026.03 | 5.3 | 5.67 | |
| Motion-aware attnType=FC Graph2026.03 | 5.6 | 6.09 | |
| Non-causal self-attnType=Sequential Graph2026.03 | 6.45 | 6.7 | |
| GRUType=Sequential Graph2026.03 | 6.97 | 7.2 | |
| Causal self-attnType=Sequential Graph2026.03 | 7.04 | 7.09 | |
| USFMType=Single-frame2026.03 | 8.12 | 8.19 | |
| US-IJEPAType=Single-frame2026.03 | 8.13 | 8.2 | |
| US-MAEType=Single-frame2026.03 | 8.13 | 8.19 | |
| EchoCLIPType=Single-frame2026.03 | 8.14 | 8.16 | |
| BioMedCLIPType=Single-frame2026.03 | 8.24 | 8.55 | |
| LVM-MedType=Single-frame2026.03 | 8.35 | 8.46 | |
| US-MoCoType=Single-frame2026.03 | 8.37 | 8.44 |