Displacement Prediction on Left Ventricle Biomechanics Forward Loading (test)
0.34RMSE (mm)CGFENet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CGFENetDescription=A1 w/o GRUs2026.02 | 0.34 | 89 | 99 | 3.13 | |
| CGFENetDescription=A3 w/o cycle-consistency2026.02 | 0.38 | 88 | 98 | 1.58 | |
| CGFENetDescription=A02026.02 | 0.39 | 90 | 99 | 1.89 | |
| GraphUNetDescription=B12026.02 | 0.42 | 85 | 87 | 3.3 | |
| CGFENetDescription=A2 w/o global fusion module2026.02 | 0.43 | 84 | 98 | 3.31 | |
| MeshGraphNetDescription=B22026.02 | 0.44 | 81 | 83 | 4.88 |