| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Talking Head Generation | HDTF (test) | FID1.86 | 73 | |
| Talking Head Generation | HDTF | FID0 | 48 | |
| Self-reenactment | HDTF | PSNR28.83 | 35 | |
| Portrait Image Animation | HDTF (test) | FID16.68 | 23 | |
| Cross Reenactment | HDTF | CSIM90.3 | 21 | |
| Talking Face Generation | HDTF (test) | SSIM1 | 16 | |
| Talking head video generation | HDTF | FID14.76 | 14 | |
| Audio-driven portrait video generation | HDTF (test) | SC9.489 | 13 | |
| 3D Talking Face Generation | HDTF | NIQE23.407 | 12 | |
| Personalized 3D Talking Face Generation | HDTF | PSNR30.82 | 12 | |
| Video-driven Talking Head Generation (Self-Reenactment) | HDTF | FID18.12 | 12 | |
| Talking Face Generation | HDTF | PD0.0103 | 11 | |
| Inter-frame Flickering Evaluation | HDTF (test) | Flickering Error0.8 | 10 | |
| Visual Dubbing | HDTF (test) | PSNR34.425 | 9 | |
| Audio Driven Talking Head Generation | HDTF 51 (test) | SSIM1 | 9 | |
| Audio-driven Video Generation | HDTF | FID7.07 | 8 | |
| Lip Synchronization | HDTF | FID7.623 | 8 | |
| Audio-visual Synchronization | HDTF cross-driven | Sync-C (Cross-Gender)2.335 | 8 | |
| Self-reenactment | HDTF (test) | LPIPS0.143 | 8 | |
| Cross-identity Reenactment | HDTF 55 (test) | CSIM0.9004 | 8 | |
| Self-reenactment | HDTF 55 (test) | PSNR26.61 | 8 | |
| Talking-head Generation | HDTF cross-reenactment | AED0.2348 | 7 | |
| Talking-head Generation | HDTF self-reenactment | SSIM79.98 | 7 | |
| Talking Face Generation | HDTF one-shot | FID21.362 | 7 | |
| Head avatar reconstruction | HDTF Dataset | PSNR27.99 | 7 |