3D Heart Frame Interpolation on UK Biobank CMR (7-fold cross-validation)
89.7Dice Coefficient (Frame 2)FusionNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FusionNetevaluation_protocol=7-fold cross-validation2026.03 | 89.7 | 87.9 | 87.7 | 92.8 | 90.5 | 89.7 | |
| U-Netevaluation_protocol=7-fold cross-validation, architecture=3D convolutional autoencoder2026.03 | 89.2 | 87.5 | 87.1 | 92.2 | 89.9 | 89.2 | |
| ConvLSTMevaluation_protocol=7-fold cross-validation, input adjacent frames=42026.03 | 88.4 | 86.7 | 85.4 | 91.2 | 89.2 | 88.1 | |
| Bilinearevaluation_protocol=7-fold cross-validation2026.03 | 82.1 | 83.1 | 81.3 | 91.5 | 89 | 85.4 |