Video Customization on 70-example benchmark 1.0 (test)
0.59FaceSim ArcOmniCustom (+ Contrastive learning losses)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OmniCustom (+ Contrastive learning losses)Settings=Sync Audio-video Customization, Background Sound=Yes2026.02 | 0.59 | 0.6 | 95.84 | 27.79 | |
| PhantomSettings=Typical Video Customization, Background Sound=No2026.02 | 0.58 | 0.61 | 156.95 | 26.14 | |
| HunyuanCustomSettings=Audio-driven Customization, Background Sound=No2026.02 | 0.53 | 0.56 | 130.82 | 24.21 | |
| HumoSettings=Audio-driven Customization, Background Sound=No2026.02 | 0.49 | 0.51 | 181.65 | 27.43 | |
| ConsisIDSettings=Typical Video Customization, Background Sound=No2026.02 | 0.48 | 0.5 | 179.68 | 27.47 | |
| OmniCustom (+ Face&Timbre embeddings)Settings=Sync Audio-video Customization, Background Sound=Yes2026.02 | 0.48 | 0.5 | 105.62 | 27.48 | |
| OmniCustom (Baseline)Settings=Sync Audio-video Customization, Background Sound=Yes2026.02 | 0.35 | 0.37 | 137.18 | 28.48 | |
| ID-AnimatorSettings=Typical Video Customization, Background Sound=No2026.02 | 0.31 | 0.34 | 131.86 | 25.76 | |
| VACESettings=Typical Video Customization, Background Sound=No2026.02 | 0.2 | 0.21 | 188.21 | 27.96 |