| Model,Visual Quality,Temporal Consistency,Motion Quality,Text-to-Video Alignment | |
| [VideoCrafter-2](https://github.com/AILab-CVC/VideoCrafter),58.44,59.18,54.39,61.23 | |
| [VideoCrafter-2](https://github.com/AILab-CVC/VideoCrafter)(best-of-5),59.7,60.79,54.65,60.77 | |
| [ModelScope](https://huggingface.co/ali-vilab/modelscope-damo-text-to-video-synthesis),44.8,56.7,53.2,55.09 | |
| [ModelScope](https://huggingface.co/ali-vilab/modelscope-damo-text-to-video-synthesis)(best-of-5),45.01,60.34,54.42,58.17 | |
| [LaVie-base](https://github.com/Vchitect/LaVie),57.79,54.21,52.51,66.99 | |
| [LaVie-base](https://github.com/Vchitect/LaVie)(best-of-5),58.52,57.7,53.53,69.86 | |
| [AnimateDiff](https://github.com/guoyww/animatediff/),60.79,60.69,54.35,72.79 | |
| [AnimateDiff](https://github.com/guoyww/animatediff/)(best-of-5),60.89,60.94,54.83,70.83 | |
| [LVDM](https://github.com/YingqingHe/LVDM),44.45,40.44,53.68,44.61 | |
| [LVDM](https://github.com/YingqingHe/LVDM)(best-of-5),44.64,43.09,53.26,43.16 | |
| [HotShot-XL](https://github.com/hotshotco/Hotshot-XL),57.56,58.85,51.52,46.83 | |
| [HotShot-XL](https://github.com/hotshotco/Hotshot-XL)(best-of-5),60.39,60.94,54.05,69.52 | |
| [ZeroScope_576w](https://huggingface.co/cerspense/zeroscope_v2_576w),43.36,55.98,54.55,50.39 | |
| [ZeroScope_576w](https://huggingface.co/cerspense/zeroscope_v2_576w)(best-of-5),43.82,58.74,54.68,59.12 | |
| [VideoCrafter-1-512](https://github.com/AILab-CVC/VideoCrafter),52.4,56.48,54.01,54.32 | |
| [VideoCrafter-1-512](https://github.com/AILab-CVC/VideoCrafter)(best-of-5),53.68,59.81,54.88,60.76 | |