# AI-Generated Video Detection on GenVideo Craft Source: [AI-Generated Video Detection on GenVideo Craft]() Collection index: [llms.txt]() Data updated: 2026-05-19T09:31:56.846Z Evaluation of model performance for detecting AI-generated videos using the GenVideo Craft dataset, reporting standard classification metrics including 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 Craft | | Metric | Recall | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 | 98.33 | Not recorded | 6a0beec1dbc836b87d82c63f | | CAM-VFD | 93.2 | Not recorded | 6a0beec1dbc836b87d82c63f | | DeMamba | 88.4 | Not recorded | 6a0beec1dbc836b87d82c63f | | TALL | 81.8 | Not recorded | 6a0beec1dbc836b87d82c63f | | NPR | 80.6 | Not recorded | 6a0beec1dbc836b87d82c63f | | STIL | 13.2 | Not recorded | 6a0beec1dbc836b87d82c63f | ### NSG-VD Recall: 98.33. Result ID: 6a0c2d9ffbc373592c0296ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### CAM-VFD Recall: 93.2. Result ID: 6a0c2d9ffbc373592c0296af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### DeMamba Recall: 88.4. Result ID: 6a0c2d9ffbc373592c0296aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### TALL Recall: 81.8. Result ID: 6a0c2d9ffbc373592c0296ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### NPR Recall: 80.6. Result ID: 6a0c2d9ffbc373592c0296ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. ### STIL Recall: 13.2. Result ID: 6a0c2d9ffbc373592c0296ad. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training":"10K Kinetics-400 + 10K Pika"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.