Text-to-Video on StoryEval-Bench
70.6Human FidelityTS-Attn
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TS-AttnModel Type=Open-Source Model, Base Model=Wan2.2-A14B2026.04 | 70.6 | 63.4 | 58 | 76.6 | 48.9 | 78 | 50.2 | 63.9 | |
| Wan2.2-A14BModel Type=Open-Source Model2026.04 | 62.6 | 56.5 | 48.8 | 70.2 | 42.9 | 69.3 | 45.9 | 56.8 | |
| TS-AttnModel Type=Open-Source Model, Base Model=Wan2.1-14B2026.04 | 60.4 | 55.9 | 50.6 | 67.6 | 40.3 | 73.7 | 41.3 | 55.9 | |
| DiTCtrl + Wan2.2-A14BModel Type=Open-Source Model2026.04 | 56.6 | 54.5 | 45 | 59.9 | 33 | 65.2 | 37.1 | 51.8 | |
| MEVG + Wan2.2-A14BModel Type=Open-Source Model2026.04 | 55.4 | 46.2 | 45.2 | 55.8 | 33.9 | 58.7 | 35 | 48.5 | |
| Wan2.1-14BModel Type=Open-Source Model2026.04 | 51 | 40.6 | 36.4 | 58.2 | 23.8 | 57.3 | 31.6 | 43.5 | |
| HailuoModel Type=Closed-Source Model2026.04 | 48 | 40.1 | 35.6 | 51.7 | 19.5 | 58.3 | 17.1 | 41 | |
| SkyReels-V2Model Type=Open-Source Model2026.04 | 47.6 | 47.2 | 40.6 | 56.9 | 33.2 | 60.5 | 30.1 | 45.9 | |
| TS-AttnModel Type=Open-Source Model, Base Model=Wan2.1-1.3B2026.04 | 46.2 | 42.6 | 36.5 | 51.3 | 28.5 | 50.9 | 33.3 | 41.8 | |
| MAGI-1-24BModel Type=Open-Source Model2026.04 | 45.4 | 38.8 | 38.6 | 48.7 | 25.2 | 55.8 | 26.2 | 41.2 | |
| Kling-1.5Model Type=Closed-Source Model2026.04 | 41.9 | 46 | 35.1 | 41.7 | 30.8 | 56.1 | 24.1 | 41.7 | |
| Wan2.1-1.3BModel Type=Open-Source Model2026.04 | 37.6 | 37.7 | 27.1 | 33.6 | 21.5 | 45.6 | 26.4 | 34.4 | |
| Vchitect-2.0Model Type=Open-Source Model2026.04 | 33.4 | 30.5 | 33.6 | 33.6 | 20.5 | 51.4 | 19.1 | 31.6 | |
| TS-AttnModel Type=Open-Source Model, Base Model=CogVideoX-5B2026.04 | 32.4 | 29.8 | 25.7 | 39.9 | 18.5 | 48.2 | 15.8 | 29.6 | |
| Open-Sora 1.2Model Type=Open-Source Model2026.04 | 26.2 | 22.2 | 20.2 | 32.2 | 15.4 | 37.8 | 10.8 | 23.6 | |
| Pyramid-FlowModel Type=Open-Source Model2026.04 | 23.6 | 20 | 15.8 | 26.4 | 10.5 | 38.1 | 4.5 | 20.3 | |
| CogVideoX-5BModel Type=Open-Source Model2026.04 | 19.7 | 20.7 | 17.4 | 27.2 | 8.1 | 37.6 | 7.1 | 19.9 | |
| Open-Sora-Plan 1.3.0Model Type=Open-Source Model2026.04 | 13.5 | 13.2 | 9.6 | 17.1 | 6.9 | 28.3 | 2.2 | 12.7 |