Speech-Preserving Facial Expression Manipulation on MEAD (cross-identity)
1.872FADCDRL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CDRLNeighboring EAT module=without, Emotions=Neutral2026.01 | 1.872 | 9.329 | 87.4 | |
| CDRL+EATNeighboring EAT module=with, Emotions=Neutral2026.01 | 2.058 | 9.347 | 89.9 | |
| SSERDNeighboring EAT module=without, Emotions=Neutral2026.01 | 3.074 | 9.894 | 86.2 | |
| CDRL+EATNeighboring EAT module=with, Emotions=Happy2026.01 | 3.279 | 9.282 | 88.9 | |
| SSERD+EATNeighboring EAT module=with, Emotions=Neutral2026.01 | 3.412 | 9.592 | 88 | |
| SSERD+EATNeighboring EAT module=with, Emotions=Angry2026.01 | 3.544 | 9.67 | 81.7 | |
| CDRLNeighboring EAT module=without, Emotions=Happy2026.01 | 3.584 | 9.333 | 88 | |
| DSM+EATBase Model=DSM, Neighboring Component=EAT, Emotion Subset=Average2026.01 | 3.622 | 9.398 | 85.5 | |
| DSM+EAMMBase Model=DSM, Neighboring Component=EAMM, Emotion Subset=Average2026.01 | 3.631 | 9.667 | 80.7 | |
| SSERDNeighboring EAT module=without, Emotions=Angry2026.01 | 3.669 | 9.842 | 79.4 | |
| DSMBase Model=DSM, Neighboring Component=None, Emotion Subset=Average2026.01 | 3.815 | 9.804 | 79 | |
| SSERD+EATNeighboring EAT module=with, Emotions=Avg.2026.01 | 3.884 | 9.667 | 86.2 | |
| SSERDNeighboring EAT module=without, Emotions=Avg.2026.01 | 3.891 | 9.894 | 83.1 | |
| SSERD+EATNeighboring EAT module=with, Emotions=Sad2026.01 | 3.9 | 9.734 | 85.1 | |
| SSERD+EATNeighboring EAT module=with, Emotions=Happy2026.01 | 3.906 | 9.917 | 87.5 | |
| SSERDNeighboring EAT module=without, Emotions=Surprised2026.01 | 3.906 | 9.923 | 83.5 | |
| SSERDNeighboring EAT module=without, Emotions=Fear2026.01 | 3.951 | 9.968 | 83.1 | |
| NED+EATBase Model=NED, Neighboring Component=EAT, Emotion Subset=Average2026.01 | 4.023 | 9.441 | 86.1 | |
| CDRL+EATNeighboring EAT module=with, Emotions=Avg.2026.01 | 4.033 | 9.25 | 86 | |
| SSERD+EATNeighboring EAT module=with, Emotions=Surprised2026.01 | 4.034 | 9.514 | 88.8 | |
| SSERD+EATNeighboring EAT module=with, Emotions=Fear2026.01 | 4.064 | 9.578 | 87 | |
| SSERDNeighboring EAT module=without, Emotions=Happy2026.01 | 4.091 | 9.907 | 83.8 | |
| SSERDNeighboring EAT module=without, Emotions=Sad2026.01 | 4.124 | 9.959 | 83.3 | |
| NED+EAMMBase Model=NED, Neighboring Component=EAMM, Emotion Subset=Average2026.01 | 4.321 | 9.748 | 79.7 | |
| SSERD+EATNeighboring EAT module=with, Emotions=Disgusted2026.01 | 4.331 | 9.667 | 85.1 | |
| CDRL+EATNeighboring EAT module=with, Emotions=Angry2026.01 | 4.381 | 9.059 | 81.5 | |
| CDRLNeighboring EAT module=without, Emotions=Avg.2026.01 | 4.381 | 9.324 | 82.4 | |
| CDRL+EATNeighboring EAT module=with, Emotions=Surprised2026.01 | 4.393 | 9.286 | 87 | |
| CDRL+EATNeighboring EAT module=with, Emotions=Fear2026.01 | 4.411 | 9.257 | 86.3 | |
| SSERDNeighboring EAT module=without, Emotions=Disgusted2026.01 | 4.42 | 9.762 | 82.4 | |
| NEDBase Model=NED, Neighboring Component=None, Emotion Subset=Average2026.01 | 4.448 | 9.794 | 77.3 | |
| CDRL+EATNeighboring EAT module=with, Emotions=Disgusted2026.01 | 4.741 | 9.112 | 87 | |
| CDRLNeighboring EAT module=without, Emotions=Surprised2026.01 | 4.768 | 9.252 | 81.1 | |
| CDRLNeighboring EAT module=without, Emotions=Angry2026.01 | 4.862 | 9.319 | 78.1 | |
| CDRLNeighboring EAT module=without, Emotions=Disgusted2026.01 | 4.933 | 9.265 | 84.5 | |
| CDRL+EATNeighboring EAT module=with, Emotions=Sad2026.01 | 4.967 | 9.407 | 81.7 | |
| CDRLNeighboring EAT module=without, Emotions=Fear2026.01 | 5.252 | 9.301 | 79.5 | |
| CDRLNeighboring EAT module=without, Emotions=Sad2026.01 | 5.394 | 9.472 | 78 |