Rigid motion tracking on Fetal MRI time series (test)
1.6Rot. Error (°)EquiTrack
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EquiTrackRegularization=L_KL + L_var + L_rep2025.03 | 1.6 | 0.3 | 4.7 | 5.3 | 4.1 | |
| EquiTrackRegularization=L_KL + L_var2025.03 | 2.4 | 0.5 | 5.3 | 5.6 | 2.1 | |
| KeyMorphRegularization=L_KL + L_var + L_rep2025.03 | 2.7 | 0.5 | 4.4 | 4.9 | 4.4 | |
| EquiTrackRegularization=L_var2025.03 | 3.6 | 0.7 | 10.3 | 5.4 | 1.9 | |
| EquiTrackRegularization=L_KL2025.03 | 3.7 | 0.8 | 4.1 | 44.7 | 1.5 | |
| EquiTrackPre-training=from [38]2025.03 | 4.6 | 0.7 | 22.4 | 43.1 | 2.6 | |
| EquiTrackRegularization=None2025.03 | 5.1 | 0.8 | 26.7 | 46.3 | 1.2 | |
| ANTs2025.03 | 5.4 | 0.6 | — | — | — | |
| KeyMorphRegularization=None2025.03 | 6.4 | 0.8 | 16.3 | 36.1 | 3.1 | |
| DLIR2025.03 | 9.9 | 1.3 | — | — | — |