Image Inversion on Macaque Facial Expression dataset 1,000 images (test)
0.012MSEMotion transfer + StyleGAN2
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Motion transfer + StyleGAN2lambda_l2=10.0, data_augmentation=motion transfer, training_iterations=300,0002025.11 | 0.012 | 0.0998 | 0.0136 | 0.1473 | 0.0321 | |
| StyleGAN2 (ReStyle framework)lambda_l2=1.0, training_dataset=still image dataset, training_iterations=120,0002025.11 | 0.0121 | 0.139 | 0.0129 | 0.1571 | 0.0413 | |
| Motion transfer + StyleGAN2lambda_l2=1.0, data_augmentation=motion transfer, training_iterations=300,0002025.11 | 0.0129 | 0.1137 | 0.0145 | 0.1447 | 0.0296 |