# Generated Video Detection on GenVideo Hot-Shot Source: [Generated Video Detection on GenVideo Hot-Shot]() Collection index: [llms.txt]() Data updated: 2026-06-11T09:45:44.959Z Evaluation of model performance for detecting AI-generated videos using the GenVideo Hot-Shot dataset, reporting Recall, Accuracy, F1 Score, and AUROC. 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 | Generated Video Detection | | Dataset (including any stated split) | GenVideo Hot-Shot | | Metric | Recall | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Recall](): Higher is better; unit: PERCENT. - [Accuracy](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [AUROC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Recall | Result date | Report paper | | --- | --- | --- | --- | | NSG-VD | 100 | Not recorded | 68fa7c071e209131cea8bf61 | | NSG-VD | 92.5 | Not recorded | 6a0beec1dbc836b87d82c63f | | NSG-VD | 92.5 | Not recorded | 68fa7c071e209131cea8bf61 | | CAM-VFD | 91.8 | Not recorded | 6a0beec1dbc836b87d82c63f | | DeMamba | 77.4 | Not recorded | 68fa7c071e209131cea8bf61 | | NPR | 63.8 | Not recorded | 68fa7c071e209131cea8bf61 | | TALL | 60.2 | Not recorded | 68fa7c071e209131cea8bf61 | | STIL | 46.8 | Not recorded | 68fa7c071e209131cea8bf61 | | DeMamba | 40.6 | Not recorded | 6a0beec1dbc836b87d82c63f | | DeMamba | 40.6 | Not recorded | 68fa7c071e209131cea8bf61 | | TALL | 32 | Not recorded | 6a0beec1dbc836b87d82c63f | | TALL | 32 | Not recorded | 68fa7c071e209131cea8bf61 | | NPR | 16 | Not recorded | 6a0beec1dbc836b87d82c63f | | NPR | 16 | Not recorded | 68fa7c071e209131cea8bf61 | | STIL | 1.4 | Not recorded | 6a0beec1dbc836b87d82c63f | | STIL | 1.4 | Not recorded | 68fa7c071e209131cea8bf61 | ### NSG-VD Recall: 100. Result ID: 6a2a83c0fbc373592c28161b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and SEINE"}. This record does not assert independent reproduction. ### NSG-VD Recall: 92.5. Result ID: 6a0c2d9ffbc373592c02969c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### NSG-VD Recall: 92.5. Result ID: 6a2a83c0fbc373592c2815e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and Pika","Evaluation Protocol":"Standard"}. This record does not assert independent reproduction. ### CAM-VFD Recall: 91.8. Result ID: 6a0c2d9ffbc373592c02969d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### DeMamba Recall: 77.4. Result ID: 6a2a83c0fbc373592c281617. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and SEINE"}. This record does not assert independent reproduction. ### NPR Recall: 63.8. Result ID: 6a2a83c0fbc373592c281618. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and SEINE"}. This record does not assert independent reproduction. ### TALL Recall: 60.2. Result ID: 6a2a83c0fbc373592c281619. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and SEINE"}. This record does not assert independent reproduction. ### STIL Recall: 46.8. Result ID: 6a2a83c0fbc373592c28161a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and SEINE"}. This record does not assert independent reproduction. ### DeMamba Recall: 40.6. Result ID: 6a0c2d9ffbc373592c029698. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### DeMamba Recall: 40.6. Result ID: 6a2a83c0fbc373592c2815e5. [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 Recall: 32. Result ID: 6a0c2d9ffbc373592c02969a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### TALL Recall: 32. Result ID: 6a2a83c0fbc373592c2815e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and Pika","Evaluation Protocol":"Standard"}. This record does not assert independent reproduction. ### NPR Recall: 16. Result ID: 6a0c2d9ffbc373592c029699. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### NPR Recall: 16. Result ID: 6a2a83c0fbc373592c2815e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and Pika","Evaluation Protocol":"Standard"}. This record does not assert independent reproduction. ### STIL Recall: 1.4. Result ID: 6a0c2d9ffbc373592c02969b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### STIL Recall: 1.4. Result ID: 6a2a83c0fbc373592c2815e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Kinetics-400 and Pika","Evaluation Protocol":"Standard"}. 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