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ResearchFormerly WizWand

Video Generation on PBench

0.982Background Consistency (I2V-Bg)Kling2.6

Evaluation results

Method	Links
Kling2.62026.06		0.982	0.979	0.521	0.699	0.92	0.99	0.927	0.124	0.768	0.874	0.821
Sora22026.06		0.981	0.973	0.487	0.672	0.961	0.994	0.954	0.129	0.769	0.841	0.805
LVP2026.06		0.979	0.981	0.515	0.679	0.954	0.991	0.962	0.116	0.772	0.812	0.792
Veo32026.06		0.975	0.98	0.526	0.698	0.938	0.994	0.927	0.128	0.771	0.882	0.827
Cosmos2026.06		0.974	0.973	0.47	0.663	0.94	0.989	0.931	0.16	0.763	0.84	0.802
Wow2026.06		0.967	0.957	0.517	0.689	0.941	0.98	0.929	0.111	0.761	0.786	0.774
GigaWorld2026.06		0.957	0.944	0.495	0.641	0.925	0.984	0.892	0.128	0.746	0.841	0.794
QWEN-ROBOTWORLD2026.06		0.956	0.943	0.455	0.649	0.956	0.99	0.933	0.124	0.751	0.857	0.804
LTX-22026.06		0.948	0.955	0.506	0.622	0.932	0.986	0.904	0.118	0.746	0.845	0.796
Vidar2026.06		0.935	0.922	0.501	0.573	0.912	0.982	0.863	0.12	0.726	0.81	0.768
Wan2.62026.06		0.856	0.843	0.514	0.719	0.906	0.978	0.843	0.136	0.724	0.832	0.778