Talking Head Generation on RAVDESS intra-identity 1.0
0.833FADDSM+EAT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DSM+EATEmotion=Neutral2026.01 | 0.833 | 8.134 | 0.903 | |
| NED+EATEmotion=Neutral2026.01 | 1.383 | 8.104 | 0.892 | |
| NEDEmotion=Neutral2026.01 | 1.619 | 8.148 | 0.901 | |
| DSMEmotion=Neutral2026.01 | 1.632 | 8.083 | 0.88 | |
| DSM+EATEmotion=Surprised2026.01 | 2.333 | 7.974 | 0.817 | |
| NED+EATEmotion=Surprised2026.01 | 2.662 | 7.984 | 0.851 | |
| NED+EAMMEmotion=Neutral2026.01 | 2.727 | 8.281 | 0.892 | |
| DSM+EAMMEmotion=Neutral2026.01 | 2.79 | 8.249 | 0.879 | |
| Ours_VDBackbone=NED2026.04 | 2.938 | 7.404 | 0.835 | |
| DSMEmotion=Sad2026.01 | 2.947 | 8.187 | 0.792 | |
| DSMEmotion=Surprised2026.01 | 2.947 | 8.023 | 0.814 | |
| Ours_CMBackbone=NED2026.04 | 2.996 | 7.404 | 0.839 | |
| ASCCLBackbone=NED2026.04 | 3.039 | 7.45 | 0.83 | |
| BaselineBackbone=NED2026.04 | 3.057 | 7.562 | 0.825 | |
| NEDEmotion=Surprised2026.01 | 3.121 | 8.005 | 0.815 | |
| DSM+EATEmotion=Happy2026.01 | 3.28 | 7.914 | 0.836 | |
| NED+EATEmotion=Avg.2026.01 | 3.406 | 7.875 | 0.839 | |
| NED+EATEmotion=Happy2026.01 | 3.41 | 8.053 | 0.887 | |
| NED+EATEmotion=Fear2026.01 | 3.416 | 7.667 | 0.813 | |
| NED+EATEmotion=Disgusted2026.01 | 3.473 | 7.666 | 0.84 | |
| NED+EATEmotion=Sad2026.01 | 3.49 | 7.851 | 0.825 | |
| DSM+EAMMEmotion=Sad2026.01 | 3.541 | 8.13 | 0.853 | |
| DSM+EATEmotion=Avg.2026.01 | 3.563 | 7.991 | 0.806 | |
| NEDEmotion=Happy2026.01 | 3.57 | 8.814 | 0.875 | |
| DSMEmotion=Happy2026.01 | 3.574 | 8.201 | 0.835 | |
| NED+EAMMEmotion=Sad2026.01 | 3.582 | 7.956 | 0.87 | |
| DSM+EATEmotion=Sad2026.01 | 3.715 | 7.939 | 0.81 | |
| NEDEmotion=Fear2026.01 | 3.748 | 8.824 | 0.831 | |
| NEDEmotion=Sad2026.01 | 3.851 | 8.272 | 0.81 | |
| NEDEmotion=Avg.2026.01 | 3.853 | 8.331 | 0.836 | |
| DSM+EATEmotion=Fear2026.01 | 3.866 | 7.882 | 0.783 | |
| DSMEmotion=Avg.2026.01 | 3.937 | 8.19 | 0.789 | |
| NED+EAMMEmotion=Surprised2026.01 | 4.004 | 8.131 | 0.83 | |
| DSM+EAMMEmotion=Surprised2026.01 | 4.042 | 8.074 | 0.793 | |
| DSM+EAMMEmotion=Avg.2026.01 | 4.073 | 8.189 | 0.819 | |
| NED+EAMMEmotion=Avg.2026.01 | 4.131 | 8.091 | 0.858 | |
| DSM+EATEmotion=Angry2026.01 | 4.176 | 8.207 | 0.758 | |
| DSM+EAMMEmotion=Happy2026.01 | 4.217 | 7.989 | 0.844 | |
| DSMEmotion=Fear2026.01 | 4.301 | 9.092 | 0.777 | |
| NED+EAMMEmotion=Angry2026.01 | 4.417 | 8.29 | 0.816 | |
| DSM+EAMMEmotion=Angry2026.01 | 4.482 | 8.292 | 0.746 | |
| NED+EAMMEmotion=Happy2026.01 | 4.498 | 7.846 | 0.876 | |
| NED+EAMMEmotion=Fear2026.01 | 4.515 | 8.124 | 0.842 | |
| DSM+EAMMEmotion=Fear2026.01 | 4.588 | 8.296 | 0.789 | |
| DSMEmotion=Angry2026.01 | 4.654 | 8.369 | 0.727 | |
| NEDEmotion=Angry2026.01 | 4.755 | 8.804 | 0.796 | |
| DSM+EAMMEmotion=Disgusted2026.01 | 4.852 | 8.294 | 0.816 | |
| NED+EAMMEmotion=Disgusted2026.01 | 5.173 | 8.012 | 0.877 | |
| NED+EATEmotion=Angry2026.01 | 6.003 | 7.802 | 0.764 | |
| NEDEmotion=Disgusted2026.01 | 6.308 | 8.141 | 0.789 | |
| DSMEmotion=Disgusted2026.01 | 6.717 | 8.376 | 0.698 | |
| DSM+EATEmotion=Disgusted2026.01 | 6.74 | 7.92 | 0.738 | |
| Ours_VDBackbone=ICface2026.04 | 7.289 | 8.027 | 0.772 | |
| Ours_CMBackbone=ICface2026.04 | 7.294 | 8.027 | 0.775 | |
| ASCCLBackbone=ICface2026.04 | 7.301 | 8.044 | 0.765 | |
| BaselineBackbone=ICface2026.04 | 8.443 | 8.48 | 0.755 |