HDTF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Talking Head Generation | HDTF (test) | FVD31.662 | 33 | |
| Talking Head Generation | HDTF | FID8.31 | 23 | |
| Self-reenactment | HDTF | PSNR28.83 | 14 | |
| Video-driven Talking Head Generation (Self-Reenactment) | HDTF | FID18.12 | 12 | |
| Visual Dubbing | HDTF (test) | PSNR34.425 | 9 | |
| Audio Driven Talking Head Generation | HDTF 51 (test) | SSIM1 | 9 | |
| 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 Face Generation | HDTF (test) | SSIM1 | 8 | |
| Talking head video generation | HDTF | FID14.76 | 8 | |
| Lip-Syncing | HDTF | FID8.42 | 7 | |
| Video-driven Talking Head Generation (Cross-Reenactment) | HDTF | FID27.85 | 7 | |
| Audio-driven talking face generation | HDTF (randomly sampled 50 videos) | FID9.084 | 6 | |
| Cross-identity Reenactment | HDTF | FVD107.9 | 6 | |
| Talking Head Synthesis | HDTF (test) | IQA3.994 | 6 | |
| Portrait image animation | HDTF | Sync-C8.094 | 6 | |
| Portrait relighting | HDTF | LE0.738 | 6 | |
| Portrait Image Animation | HDTF (test) | FID28.605 | 6 | |
| Talking Head Synthesis | HDTF Set B (test) | SyncNet (Offset)-3 | 6 | |
| Talking Head Synthesis | HDTF Set A (test) | SyncNet Offset-4 | 6 | |
| Audio Generation | HDTF | FAD106.43 | 5 | |
| Video Generation | HDTF | FID11.72 | 5 | |
| Talking Head Synthesis | HDTF | PSNR27 | 5 | |
| Face Cross-reenactment | HDTF 1.0 (test) | CSIM0.754 | 5 |
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