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ResearchFormerly WizWand

3D Talking Face Generation on HDTF

23.407NIQEDitto
23.3378823.8044424.27124.73756Nov 11, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Ditto2025.1123.40748.0470.02917.457
ISExplore + SynctalkSelection=10s*, Processing=12.5min (× 5.6), Training=36min (× 3.3)2025.1123.6441.6610.035.744
ISExplore + SynctalkSelection=10s, Processing=12.5min (× 5.6), Training=20min (× 5.6)2025.1123.64541.1450.036.492
ISExplore + SynctalkSelection=5s, Processing=9min (× 7.77), Training=20min (× 6)2025.1123.84241.9470.0318.105
SynctalkProcessing=1h10min, Training=2h2025.1123.92141.7090.036.335
ER-NeRFProcessing=1h20min, Training=2h32min2025.1124.05347.8180.06315.51
RAD-NeRFProcessing=1h32min, Training=3h48min2025.1124.06850.3690.0589.872
GaussianTalkerProcessing=57min, Training=3h7min2025.1124.35148.460.0438.422
ISExplore + InstagSelection=5s, Processing=12min, Training=12min2025.1124.61547.1490.0429.742
InstagSelection=Random, Processing=11min, Training=12min2025.1124.74847.6010.0489.466
TalkingGaussianProcessing=1h20min, Training=48min2025.1125.12847.3850.048.051
Real3dportrait2025.1125.13551.7550.11323.124