| Model,Backbone,UMT-FVD↓,UMTScore↑,MTScore↑,CHScore↑,GPT4o-MTScore↑ | |
| [Gen-2 (20240610)](https://research.runwayml.com/gen2),DiT,218.99,2.4,0.373,5.27,2.62 | |
| [Pika-2.0 (20240610)](https://www.pika.art/),DiT,223.05,2.317,0.347,4.0,2.48 | |
| [Dream Machine (20240610)](https://lumalabs.ai/dream-machine),DiT,214.91,2.387,0.474,2.3,3.11 | |
| [KeLing (20240610)](https://h5.kwaiying.com/officialWebsite),DiT,202.32,2.517,0.369,3.69,2.74 | |
| [ModelScopeT2V](https://huggingface.co/ali-vilab/text-to-video-ms-1.7b),U-Net,230.74,2.783,0.409,10.64,3.01 | |
| [ZeroScope](https://huggingface.co/cerspense/zeroscope_v2_576w),U-Net,260.61,2.232,0.403,24.1,2.29 | |
| [T2V-Zero](https://github.com/Picsart-AI-Research/Text2Video-Zero),U-Net,250.22,2.559,0.399,1.84,2.62 | |
| [LaVie](https://github.com/Vchitect/LaVie),U-Net,210.39,2.714,0.35,9.58,2.5 | |
| [AnimateDiff-V3](https://github.com/guoyww/AnimateDiff),U-Net,239.31,2.837,0.47,11.09,2.62 | |
| [VideoCrafter2](https://github.com/AILab-CVC/VideoCrafter),U-Net,214.06,2.763,0.437,7.78,2.87 | |
| [MCM-MSLION](https://yhzhai.github.io/mcm/),U-NeT,244.49,2.282,0.422,14.14,3.06 | |
| [MagicTime](https://github.com/PKU-YuanGroup/MagicTime),U-Net,294.72,1.763,0.479,11.58,3.05 | |
| [Latte](https://github.com/Vchitect/Latte),DiT,232.29,2.122,0.366,13.79,2.42 | |
| [OpenSora 1.1](https://github.com/hpcaitech/Open-Sora),DiT,241.09,2.676,0.448,10.46,2.57 | |
| [OpenSora 1.2](https://github.com/hpcaitech/Open-Sora),DiT,210.93,2.681,0.383,5.6,2.5 | |
| [OpenSoraPlan v1.1](https://github.com/PKU-YuanGroup/Open-Sora-Plan),DiT,228.7,2.459,0.331,10.32,2.21 |