# AI-generated video detection on GenVideo Moon Valley Source: [AI-generated video detection on GenVideo Moon Valley]() Collection index: [llms.txt]() Data updated: 2026-06-11T09:45:44.722Z Evaluation of model performance for detecting AI-generated videos using the specific 'Moon Valley' data subset from the GenVideo collection, reporting Accuracy (ACC), Recall (R), and F1 Score. 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) | GenVideo Moon Valley | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [AUROC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | NPR | 98.2 | Not recorded | 6a0beec1dbc836b87d82c63f | | NPR | 98.2 | Not recorded | 68fa7c071e209131cea8bf61 | | DeMamba | 97.6 | Not recorded | 6a0beec1dbc836b87d82c63f | | DeMamba | 97.6 | Not recorded | 68fa7c071e209131cea8bf61 | | NSG-VD | 96.67 | Not recorded | 6a0beec1dbc836b87d82c63f | | NSG-VD | 96.67 | Not recorded | 68fa7c071e209131cea8bf61 | | TALL | 96.2 | Not recorded | 6a0beec1dbc836b87d82c63f | | TALL | 96.2 | Not recorded | 68fa7c071e209131cea8bf61 | | Skyra-RL-GenVideo | 96.09 | Not recorded | 69438aa6423ea422657295fc | | CAM-VFD | 90.6 | Not recorded | 6a0beec1dbc836b87d82c63f | | Skyra-RL | 81.71 | Not recorded | 69438aa6423ea422657295fc | | STIL | 71.7 | Not recorded | 6a0beec1dbc836b87d82c63f | | STIL | 71.7 | Not recorded | 68fa7c071e209131cea8bf61 | | Skyra-SFT | 69.01 | Not recorded | 69438aa6423ea422657295fc | | DeMamba | 62.06 | Not recorded | 69438aa6423ea422657295fc | | AIGVDet | 50 | Not recorded | 69438aa6423ea422657295fc | | NSG-VD | 49.6 | Not recorded | 69438aa6423ea422657295fc | ### NPR Accuracy: 98.2. Result ID: 6a0c2d9ffbc373592c029693. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### NPR Accuracy: 98.2. Result ID: 6a2a83c0fbc373592c2815e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and Pika","Evaluation Protocol":"Standard"}. This record does not assert independent reproduction. ### DeMamba Accuracy: 97.6. Result ID: 6a0c2d9ffbc373592c029692. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### DeMamba Accuracy: 97.6. Result ID: 6a2a83c0fbc373592c2815e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and Pika","Evaluation Protocol":"Standard"}. This record does not assert independent reproduction. ### NSG-VD Accuracy: 96.67. Result ID: 6a0c2d9ffbc373592c029696. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### NSG-VD Accuracy: 96.67. Result ID: 6a2a83c0fbc373592c2815e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and Pika","Evaluation Protocol":"Standard"}. This record does not assert independent reproduction. ### TALL Accuracy: 96.2. Result ID: 6a0c2d9ffbc373592c029694. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### TALL Accuracy: 96.2. Result ID: 6a2a83c0fbc373592c2815e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and Pika","Evaluation Protocol":"Standard"}. This record does not assert independent reproduction. ### Skyra-RL-GenVideo Accuracy: 96.09. Result ID: 69a1824b35dfcabb00e7820c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. ### CAM-VFD Accuracy: 90.6. Result ID: 6a0c2d9ffbc373592c029697. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### Skyra-RL Accuracy: 81.71. Result ID: 69a1824b35dfcabb00e7820b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. ### STIL Accuracy: 71.7. Result ID: 6a0c2d9ffbc373592c029695. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### STIL Accuracy: 71.7. Result ID: 6a2a83c0fbc373592c2815e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and Pika","Evaluation Protocol":"Standard"}. This record does not assert independent reproduction. ### Skyra-SFT Accuracy: 69.01. Result ID: 69a1824b35dfcabb00e7820a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. ### DeMamba Accuracy: 62.06. Result ID: 69a1824b35dfcabb00e78208. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AIGVDet Accuracy: 50. Result ID: 69a1824b35dfcabb00e78207. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NSG-VD Accuracy: 49.6. Result ID: 69a1824b35dfcabb00e78209. [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.