Text-Instruction Video-to-Video (TIV2V) on IntelligentVBench
4IFOmniWeaving (w/o think)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OmniWeaving (w/o think)#Params=8.3B+7B, Zero-shot=true2026.03 | 4 | 4.04 | 3.65 | 3.31 | 3.89 | |
| UniVideo(query)#Params=13B+7B, Zero-shot=true2026.03 | 3.22 | 3.91 | 3.26 | 2.66 | 3.46 | |
| UniVideo(hidden)#Params=13B+7B, Zero-shot=true2026.03 | 3.13 | 4.01 | 2.93 | 2.56 | 3.36 | |
| VINO#Params=13B+4B, Zero-shot=true2026.03 | 2.86 | 2.9 | 2.52 | 2.11 | 2.76 | |
| VACE-Wan2.1#Params=14B, Zero-shot=true2026.03 | 1.46 | 1.42 | 1.71 | 1.27 | 1.53 | |
| VACE-LTX#Params=2B, Zero-shot=true2026.03 | 1.43 | 1.36 | 1.25 | 1.2 | 1.35 |