3D facial animation generation on BIWI (test)
4.8Mean Vertex ErrorFaceXHUBERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FaceXHUBERTtraining_subjects=14 subjects (whole dataset)2023.03 | 4.8 | 5.1 | |
| FaceXHUBERT- w/o emotraining_subjects=14 subjects (whole dataset), emotion_label=false2023.03 | 4.93 | 5.69 | |
| HuBERT-FaceFormerdescription=FaceFormer with HuBERT-based encoder, training_subjects=14 subjects (whole dataset)2023.03 | 4.96 | 19.58 | |
| HUBERT-RNN2023.03 | 5.06 | 5.33 | |
| HuBERT-Transformerscheme=Autoregressive2023.03 | 5.13 | 25 | |
| FaceXHUBERTtraining_subjects=6 subjects2023.03 | 5.45 | 1.52 | |
| FaceFormertraining_subjects=6 subjects2023.03 | 5.95 | 6.38 | |
| HUBERT-LSTM2023.03 | 5.98 | 5.55 | |
| FaceFormertraining_subjects=14 subjects (whole dataset)2023.03 | 6.36 | 16.11 | |
| HuBERT-Transformerscheme=Teacher-forcing2023.03 | 8.74 | 5.27 |