Echocardiography Navigation on Echocardiography Navigation Overall Average
4.62MAE (Translation)UltraStar
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UltraStarType=Star Graph2026.03 | 4.62 | 6.4 | |
| Motion-aware attnType=FC Graph2026.03 | 4.96 | 6.79 | |
| Non-causal self-attnType=Sequential Graph2026.03 | 5.63 | 7.13 | |
| Causal self-attnType=Sequential Graph2026.03 | 6.14 | 7.53 | |
| GRUType=Sequential Graph2026.03 | 6.22 | 7.62 | |
| USFMType=Single-frame2026.03 | 8.21 | 8.62 | |
| EchoCLIPType=Single-frame2026.03 | 8.21 | 8.52 | |
| US-MAEType=Single-frame2026.03 | 8.26 | 8.66 | |
| US-IJEPAType=Single-frame2026.03 | 8.35 | 8.67 | |
| BioMedCLIPType=Single-frame2026.03 | 8.44 | 9.03 | |
| US-MoCoType=Single-frame2026.03 | 8.51 | 8.9 | |
| LVM-MedType=Single-frame2026.03 | 8.56 | 8.9 |