# Video Forgery Detection on VidProm Source: [Video Forgery Detection on VidProm]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:02.110Z Evaluation of video forgery detection performance using the VidProm dataset, reporting results across specified metrics. 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 | Video Forgery Detection | | Dataset (including any stated split) | VidProm | | Metric | Pika Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [Pika Score](): Higher is better; unit: PERCENT. - [VC2 Score](): Higher is better; unit: PERCENT. - [T2VZ Score](): Higher is better; unit: PERCENT. - [MS Score](): Higher is better; unit: PERCENT. - [Average Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Pika Score | Result date | Report paper | | --- | --- | --- | --- | | DinoV3 | 99.85 | Not recorded | 698181eba8b01e76cc8e2944 | | PE | 98.57 | Not recorded | 698181eba8b01e76cc8e2944 | | MetaCLIP-v2 | 97.84 | Not recorded | 698181eba8b01e76cc8e2944 | | CLIP | 96.37 | Not recorded | 698181eba8b01e76cc8e2944 | | ReStraV | 90.9 | Not recorded | 698181eba8b01e76cc8e2944 | | Gram-Net | 84.19 | Not recorded | 698181eba8b01e76cc8e2944 | | SigLIP2 | 75.4 | Not recorded | 698181eba8b01e76cc8e2944 | | GIA | 53.73 | Not recorded | 698181eba8b01e76cc8e2944 | | CNNSpot | 51.17 | Not recorded | 698181eba8b01e76cc8e2944 | | Fusing | 50.6 | Not recorded | 698181eba8b01e76cc8e2944 | | FreDect | 50.07 | Not recorded | 698181eba8b01e76cc8e2944 | | UnivFD | 49.41 | Not recorded | 698181eba8b01e76cc8e2944 | | SigLIP | 38.67 | Not recorded | 698181eba8b01e76cc8e2944 | ### DinoV3 Pika Score: 99.85. Result ID: 69975d505698665ec4afe4ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_protocol":"frozen backbone with linear layer"}. This record does not assert independent reproduction. ### PE Pika Score: 98.57. Result ID: 69975d505698665ec4afe4eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_protocol":"frozen backbone with linear layer"}. This record does not assert independent reproduction. ### MetaCLIP-v2 Pika Score: 97.84. Result ID: 69975d505698665ec4afe4ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_protocol":"frozen backbone with linear layer"}. This record does not assert independent reproduction. ### CLIP Pika Score: 96.37. Result ID: 69975d505698665ec4afe4e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_protocol":"frozen backbone with linear layer"}. This record does not assert independent reproduction. ### ReStraV Pika Score: 90.9. Result ID: 69975d505698665ec4afe4e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Gram-Net Pika Score: 84.19. Result ID: 69975d505698665ec4afe4e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SigLIP2 Pika Score: 75.4. Result ID: 69975d505698665ec4afe4ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_protocol":"frozen backbone with linear layer"}. This record does not assert independent reproduction. ### GIA Pika Score: 53.73. Result ID: 69975d505698665ec4afe4e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNNSpot Pika Score: 51.17. Result ID: 69975d505698665ec4afe4e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Fusing Pika Score: 50.6. Result ID: 69975d505698665ec4afe4e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FreDect Pika Score: 50.07. Result ID: 69975d505698665ec4afe4e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UnivFD Pika Score: 49.41. Result ID: 69975d505698665ec4afe4e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SigLIP Pika Score: 38.67. Result ID: 69975d505698665ec4afe4e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_protocol":"frozen backbone with linear layer"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.