# AI-Generated Video Detection on GenVidBench Main Source: [AI-Generated Video Detection on GenVidBench Main]() Collection index: [llms.txt]() Data updated: 2026-05-08T09:17:41.400Z Evaluation of models for detecting AI-generated videos using the 'Main' configuration of the GenVidBench dataset, reporting specialized metrics including MuseV, SVD, CogVideo, Mora, HD-VG, and Average performance. 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 | AI-Generated Video Detection | | Dataset (including any stated split) | GenVidBench Main | | Metric | MuseV Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [MuseV Score](): Higher is better; unit: PERCENT. - [SVD Score](): Higher is better; unit: PERCENT. - [CogVideo Score](): Higher is better; unit: PERCENT. - [Mora Score](): Higher is better; unit: PERCENT. - [HD-VG Score](): Higher is better; unit: PERCENT. - [Average Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | MuseV Score | Result date | Report paper | | --- | --- | --- | --- | | ReStraV | 93.52 | Not recorded | 69fd6e455497b3b670c89611 | | X3D | 92.39 | Not recorded | 69fd6e455497b3b670c89611 | | MViT V2 | 76.34 | Not recorded | 69fd6e455497b3b670c89611 | | TSM | 70.37 | Not recorded | 69fd6e455497b3b670c89611 | | NSG-VD | 69.2 | Not recorded | 69fd6e455497b3b670c89611 | | VideoSwin | 62.29 | Not recorded | 69fd6e455497b3b670c89611 | | MAST | 55.55 | Not recorded | 69fd6e455497b3b670c89611 | | D3 | 54.43 | Not recorded | 69fd6e455497b3b670c89611 | | SlowFast | 12.25 | Not recorded | 69fd6e455497b3b670c89611 | | I3D | 8.15 | Not recorded | 69fd6e455497b3b670c89611 | ### ReStraV MuseV Score: 93.52. Result ID: 69fda9e847f34ce924e0e4f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### X3D MuseV Score: 92.39. Result ID: 69fda9e847f34ce924e0e4f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MViT V2 MuseV Score: 76.34. Result ID: 69fda9e847f34ce924e0e4f3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TSM MuseV Score: 70.37. Result ID: 69fda9e847f34ce924e0e4f1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NSG-VD MuseV Score: 69.2. Result ID: 69fda9e847f34ce924e0e4f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"trained and evaluated by current authors":"true"}. This record does not assert independent reproduction. ### VideoSwin MuseV Score: 62.29. Result ID: 69fda9e847f34ce924e0e4f6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAST MuseV Score: 55.55. Result ID: 69fda9e847f34ce924e0e4fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### D3 MuseV Score: 54.43. Result ID: 69fda9e847f34ce924e0e4f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"trained and evaluated by current authors":"true"}. This record does not assert independent reproduction. ### SlowFast MuseV Score: 12.25. Result ID: 69fda9e847f34ce924e0e4f4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### I3D MuseV Score: 8.15. Result ID: 69fda9e847f34ce924e0e4f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.