Talking Head Generation on TalkVid self-driven 30 clips (held-out)
87.85FVDLip Forcing
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Lip ForcingModel Size=14B2026.06 | 87.85 | 7.12 | 94.82 | 94.64 | 8.23 | 6.58 | |
| Lip ForcingModel Size=1.3B2026.06 | 101.25 | 7.83 | 93.21 | 93 | 8.78 | 5.96 | |
| LatentSync2026.06 | 109.21 | 6.84 | 94.43 | 94.24 | 6.71 | 8.38 | |
| Lip ForcingNumber of Parameters=14B2026.06 | 111.98 | 8.79 | 93 | 96.49 | 7.69 | 7.24 | |
| Lip ForcingNumber of Parameters=1.3B2026.06 | 118.32 | 9.17 | 90.95 | 95.42 | 8.53 | 6.29 | |
| MuseTalk2026.06 | 136.16 | 8.88 | 93.17 | 92.34 | 8.38 | 6.17 | |
| LatentSync2026.06 | 171.96 | 25.39 | 79.28 | 96.29 | 6.75 | 8.78 | |
| Diff2Lip2026.06 | 178.64 | 20.11 | 92.17 | 93.21 | 6.22 | 8.26 | |
| VideoReTalking2026.06 | 190.21 | 21.36 | 90.11 | 89.96 | 6.94 | 7.83 | |
| X-Dub2026.06 | 191.23 | 14.62 | 82.02 | 92.45 | 7.9 | 7.63 | |
| X-Dub2026.06 | 199.85 | 13.67 | 85.18 | 87.92 | 7.79 | 7.47 | |
| Wav2Lip2026.06 | 271.55 | 19.7 | 92.62 | 94.11 | 6.6 | 8.7 | |
| Diff2Lip2026.06 | 286.86 | 46.47 | 76.89 | 95.85 | 6.45 | 8.41 | |
| MuseTalk2026.06 | 294.84 | 29.46 | 73.12 | 94.97 | 8.89 | 5.77 | |
| VideoReTalking2026.06 | 318.22 | 54.61 | 72.42 | 93.01 | 7.2 | 7.74 | |
| Wav2Lip2026.06 | 382.64 | 50.28 | 77.77 | 95.53 | 7.14 | 8.11 |