Video Editing on AgentEdit-Bench
89.6Object Replacement Success RateAurora
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AuroraAurora Agent=true2026.05 | 89.6 | 85.3 | 90.1 | 88.1 | 86.8 | 87.9 | |
| UniVideoAurora Agent=true2026.05 | 80.3 | 81.3 | 66.8 | 74.6 | 68.1 | 76.8 | |
| AuroraAurora Agent=false2026.05 | 73 | 68 | 71.2 | 86.4 | 83 | 74.7 | |
| Kiwi-EditAurora Agent=true2026.05 | 71.6 | 73.1 | 78.3 | 84.3 | 57.8 | 71.7 | |
| UniVideoAurora Agent=false2026.05 | 67.1 | 63.4 | 65.6 | 77.3 | 66.5 | 67 | |
| Kiwi-EditAurora Agent=false2026.05 | 66.7 | 65.1 | 86.6 | 79.5 | 69 | 69.7 |