3D Talking Face Generation on HDTF
23.407NIQEDitto
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ditto2025.11 | 23.407 | 48.047 | 0.029 | 17.457 | |
| ISExplore + SynctalkSelection=10s*, Processing=12.5min (× 5.6), Training=36min (× 3.3)2025.11 | 23.64 | 41.661 | 0.03 | 5.744 | |
| ISExplore + SynctalkSelection=10s, Processing=12.5min (× 5.6), Training=20min (× 5.6)2025.11 | 23.645 | 41.145 | 0.03 | 6.492 | |
| ISExplore + SynctalkSelection=5s, Processing=9min (× 7.77), Training=20min (× 6)2025.11 | 23.842 | 41.947 | 0.031 | 8.105 | |
| SynctalkProcessing=1h10min, Training=2h2025.11 | 23.921 | 41.709 | 0.03 | 6.335 | |
| ER-NeRFProcessing=1h20min, Training=2h32min2025.11 | 24.053 | 47.818 | 0.063 | 15.51 | |
| RAD-NeRFProcessing=1h32min, Training=3h48min2025.11 | 24.068 | 50.369 | 0.058 | 9.872 | |
| GaussianTalkerProcessing=57min, Training=3h7min2025.11 | 24.351 | 48.46 | 0.043 | 8.422 | |
| ISExplore + InstagSelection=5s, Processing=12min, Training=12min2025.11 | 24.615 | 47.149 | 0.042 | 9.742 | |
| InstagSelection=Random, Processing=11min, Training=12min2025.11 | 24.748 | 47.601 | 0.048 | 9.466 | |
| TalkingGaussianProcessing=1h20min, Training=48min2025.11 | 25.128 | 47.385 | 0.04 | 8.051 | |
| Real3dportrait2025.11 | 25.135 | 51.755 | 0.113 | 23.124 |