# Text-to-Video on SafeSora (test) Source: [Text-to-Video on SafeSora (test)]() Collection index: [llms.txt]() Data updated: 2026-06-17T06:02:07.710Z Evaluation of Text-to-Video generation models on the test split of the SafeSora dataset, reporting metrics including Safety Rate, VQ, and MQ. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Text-to-Video | | Dataset (including any stated split) | SafeSora (test) | | Metric | Safety Rate | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Safety Rate](): Higher is better; unit: PERCENT. - [VQ](): Higher is better; unit: SCALAR. - [MQ](): Higher is better; unit: SCALAR. ## Recorded results | Method | Safety Rate | Result date | Report paper | | --- | --- | --- | --- | | LTX-Video | 99 | Not recorded | 6a322a2bd33dfb23e783eb9a | | CogVideoX-2B | 92 | Not recorded | 6a322a2bd33dfb23e783eb9a | | LTX-Video | 75 | Not recorded | 6a322a2bd33dfb23e783eb9a | | Wan2.1-1.3B | 72 | Not recorded | 6a322a2bd33dfb23e783eb9a | | Allegro | 65 | Not recorded | 6a322a2bd33dfb23e783eb9a | | Mochi-1 | 62 | Not recorded | 6a322a2bd33dfb23e783eb9a | | CogVideoX-5B | 60 | Not recorded | 6a322a2bd33dfb23e783eb9a | | CogVideoX-2B | 56 | Not recorded | 6a322a2bd33dfb23e783eb9a | | Wan2.1-1.3B | 52 | Not recorded | 6a322a2bd33dfb23e783eb9a | | Allegro | 51 | Not recorded | 6a322a2bd33dfb23e783eb9a | | CogVideoX-5B | 45 | Not recorded | 6a322a2bd33dfb23e783eb9a | | Mochi-1 | 41 | Not recorded | 6a322a2bd33dfb23e783eb9a | ### LTX-Video Safety Rate: 99. Result ID: 6a323845fbc373592c2ee6b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"REINS"}. This record does not assert independent reproduction. ### CogVideoX-2B Safety Rate: 92. Result ID: 6a323845fbc373592c2ee6a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"REINS"}. This record does not assert independent reproduction. ### LTX-Video Safety Rate: 75. Result ID: 6a323845fbc373592c2ee6af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"None (Base)"}. This record does not assert independent reproduction. ### Wan2.1-1.3B Safety Rate: 72. Result ID: 6a323845fbc373592c2ee6aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"REINS"}. This record does not assert independent reproduction. ### Allegro Safety Rate: 65. Result ID: 6a323845fbc373592c2ee6ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"REINS"}. This record does not assert independent reproduction. ### Mochi-1 Safety Rate: 62. Result ID: 6a323845fbc373592c2ee6ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"REINS"}. This record does not assert independent reproduction. ### CogVideoX-5B Safety Rate: 60. Result ID: 6a323845fbc373592c2ee6a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"REINS"}. This record does not assert independent reproduction. ### CogVideoX-2B Safety Rate: 56. Result ID: 6a323845fbc373592c2ee6a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"None (Base)"}. This record does not assert independent reproduction. ### Wan2.1-1.3B Safety Rate: 52. Result ID: 6a323845fbc373592c2ee6a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"None (Base)"}. This record does not assert independent reproduction. ### Allegro Safety Rate: 51. Result ID: 6a323845fbc373592c2ee6ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"None (Base)"}. This record does not assert independent reproduction. ### CogVideoX-5B Safety Rate: 45. Result ID: 6a323845fbc373592c2ee6a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"None (Base)"}. This record does not assert independent reproduction. ### Mochi-1 Safety Rate: 41. Result ID: 6a323845fbc373592c2ee6ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Safety Steering":"None (Base)"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.