Talking Face Generation on HDTF (test)
1SSIMGround Truth
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground Truth2026.01 | 1 | 0 | 0 | 0 | 3.962 | 0.969 | — | — | — | — | — | |
| MirrorTalk2026.01 | 0.89 | 21.682 | 2.481 | 2.122 | 3.811 | 0.958 | — | — | — | — | — | |
| Echomimic2026.01 | 0.879 | 31.243 | 3.681 | 2.851 | 2.689 | 0.866 | — | — | — | — | — | |
| HRTFVenue=-2025.10 | 0.81 | 26.34 | — | — | — | — | 5.41 | 9.74 | 0.06 | 30.63 | 0.0048 | |
| HRTF-SCFPVenue=-2025.10 | 0.78 | 29.36 | — | — | — | — | 6.86 | 8.83 | 0.09 | 30.61 | 0.0051 | |
| VideoRetalkingVenue=SIGGRAPH 20222025.10 | 0.76 | 36.28 | — | — | — | — | 11.53 | 4.59 | 0.08 | 29.72 | 0.0064 | |
| AniportaitVenue=ECCV 20242025.10 | 0.75 | 41.61 | — | — | — | — | 8.04 | 6.46 | 0.11 | 29.72 | 0.0072 | |
| Real3D-portraitVenue=ICLR 20242025.10 | 0.74 | 39.83 | — | — | — | — | 15.78 | 3.87 | 0.21 | 29.68 | 0.0092 | |
| SyncTalkVenue=CVPR 20242025.10 | 0.73 | 42.28 | — | — | — | — | 11.07 | 5.51 | 0.12 | 29.97 | 0.0078 | |
| HalloVenue=arXiv 2024.72025.10 | 0.71 | 41.32 | — | — | — | — | 11.36 | 5.61 | 0.14 | 29.52 | 0.0099 | |
| AnitalkerVenue=ACM MM 20242025.10 | 0.69 | 40.02 | — | — | — | — | 12.74 | 5.06 | 0.2 | 29.62 | 0.0057 | |
| SadTalker2026.01 | 0.664 | 20.514 | 3.559 | 2.926 | 2.232 | 0.862 | — | — | — | — | — | |
| V-Express2026.01 | 0.651 | 24.061 | 5.706 | 5.001 | 1.593 | 0.845 | — | — | — | — | — | |
| Wav2Lip2026.01 | 0.618 | 38.744 | 4.121 | 4.04 | 3.762 | 0.841 | — | — | — | — | — | |
| AniTalker2026.01 | 0.593 | 25.259 | 6.413 | 4.547 | 2.763 | 0.724 | — | — | — | — | — | |
| EAMM2026.01 | 0.396 | 42.158 | 6.019 | 7.135 | 1.204 | 0.805 | — | — | — | — | — |