Talking Head Generation on User Study
156Lip SyncGaussianHeadTalk
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GaussianHeadTalk2025.12 | 156 | 196 | — | — | — | — | — | — | — | — | — | — | 190 | |
| TalkingGaussian2025.12 | 144 | 124 | — | — | — | — | — | — | — | — | — | — | 130 | |
| GaussianTalker2025.12 | 100 | 80 | — | — | — | — | — | — | — | — | — | — | 80 | |
| RSATalker2026.01 | 90.7 | 86.4 | 88.2 | 88.4 | 88.5 | 86.1 | 85.6 | 86.7 | 84.7 | 82.3 | 86.5 | 84.5 | 86.1 | |
| SyncTalk2026.01 | 85.2 | 72.4 | 74.1 | 77.2 | 70.3 | 65.7 | 68.2 | 68.1 | 48.6 | 50.2 | 47.3 | 48.7 | 60.7 | |
| Ditto2024.11 | 80.7 | 48.7 | 84 | — | — | — | — | — | — | — | — | — | — | |
| GaussianTalker2026.01 | 80.5 | 78.6 | 86.2 | 81.8 | 75.8 | 72.5 | 70.9 | 73.1 | 55.4 | 58.7 | 60.3 | 58.1 | 67.8 | |
| ER-NeRF2026.01 | 65.1 | 58.3 | 62.7 | 62 | 60.2 | 58.5 | 55.4 | 58 | 40.6 | 42.1 | 38.4 | 40.4 | 50.2 | |
| Hallo22024.11 | 45.3 | 59.3 | 40.7 | — | — | — | — | — | — | — | — | — | — | |
| EchoMimic2024.11 | 38 | 58.7 | 54 | — | — | — | — | — | — | — | — | — | — | |
| Hallo2024.11 | 36 | 33.3 | 21.3 | — | — | — | — | — | — | — | — | — | — |