| HDTF (test) | FW-C&W | FID1.86 | | 49 | 8d ago |
| RAVDESS intra-identity 1.0 | DSM+EAT | FAD0.833 | | 48 | 1mo ago |
| HDTF | SoulX-FlashHead (Pro) | FID8.31 | | 33 | 25d ago |
| HDTF-100 (test) | Sonic | Sync-C Score8.495 | | 15 | 1mo ago |
| CelebA-HQ paired with LibriSpeech (test) | | V-PSNR25.67 | | 14 | 8d ago |
| User Study | GaussianHeadTalk | Lip Sync156 | | 11 | 1mo ago |
| VFHQ (test) | SoulX-FlashHead (Pro) | FID13.67 | | 10 | 1mo ago |
| CelebV-HQ | DreamTalk | AHD4.06 | | 9 | 1mo ago |
| Celeb-V | Hallo | Sync-C7.191 | | 9 | 1mo ago |
| RAVDESS | InterActHuman | IQA Score4.602 | | 8 | 1mo ago |
| MEAD | Ditto | FID45.403 | | 8 | 1mo ago |
| 200 video cases (test) | 3DXTalker | MVE1.371 | | 8 | 1mo ago |
| Foundation capability evaluation set | Gloria | IQA4.65 | | 7 | 17d ago |
| Talk9 | Ditto | Sync-C8.111 | | 7 | 1mo ago |
| RealWorld-LipSync | UniSync | FID12.976 | | 7 | 1mo ago |
| VOCASET and HDTF Cross-Reenactment | EDTalk | Sync6.982 | | 7 | 1mo ago |
| VOCASET and HDTF Self-Reenactment | GaussianHeadTalk | PSNR29.1233 | | 7 | 1mo ago |
| CelebV-HQ (test) | Sonic | FID43.137 | | 7 | 1mo ago |
| MEAD | AniPortrait | Avg-R4.16 | | 6 | 25d ago |
| Internal talking-head dataset Out-domain (test) | | Lip Sync Score4.74 | | 6 | 1mo ago |
| Internal talking-head dataset In-domain (test) | RL | Lip-sync Score4.42 | | 6 | 1mo ago |
| LRW 38 | Speech2Vid | LSE-C1.762 | | 6 | 1mo ago |
| LRS3 37 | LPIPS-AttnWav2Lip | LSE-C7.513 | | 6 | 1mo ago |
| LRS2 35 | LPIPS-AttnWav2Lip | LSE-C7.287 | | 6 | 1mo ago |
| HDTF and TalkingHead-1KH cross-identity setting (test) | Splat-Portrait | CSIM0.726 | | 6 | 1mo ago |
