# AI-generated video detection on AIGVDBench LOGO ID Source: [AI-generated video detection on AIGVDBench LOGO ID]() Collection index: [llms.txt]() Data updated: 2026-07-01T07:08:59.204Z Evaluation of model performance for detecting AI-generated videos using the AIGVDBench LOGO ID dataset, reporting AUC. 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) | AIGVDBench LOGO ID | | Metric | AUC | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [AUC](): Higher is better; unit: SCALAR. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | SVM-RBF | 0.733 | Not recorded | 6a449f02e0224bd4f4992fa4 | | Random forest | 0.73 | Not recorded | 6a449f02e0224bd4f4992fa4 | | LightGBM | 0.726 | Not recorded | 6a449f02e0224bd4f4992fa4 | | XGBoost | 0.711 | Not recorded | 6a449f02e0224bd4f4992fa4 | | L2-LR | 0.703 | Not recorded | 6a449f02e0224bd4f4992fa4 | | MLP (2 hidden) | 0.518 | Not recorded | 6a449f02e0224bd4f4992fa4 | | MLP (4 hidden) | 0.49 | Not recorded | 6a449f02e0224bd4f4992fa4 | ### SVM-RBF AUC: 0.733. Result ID: 6a44bd0973d097d845be11b4. [Reporting paper]() Recorded evaluation configuration: {"Readout":"SVM-RBF","Pipeline":"Tier 0+Tier 1"}. This record does not assert independent reproduction. ### Random forest AUC: 0.73. Result ID: 6a44bd0973d097d845be11b3. [Reporting paper]() Recorded evaluation configuration: {"Readout":"Random forest","Pipeline":"Tier 0+Tier 1"}. This record does not assert independent reproduction. ### LightGBM AUC: 0.726. Result ID: 6a44bd0973d097d845be11b2. [Reporting paper]() Recorded evaluation configuration: {"Readout":"LightGBM","Pipeline":"Tier 0+Tier 1"}. This record does not assert independent reproduction. ### XGBoost AUC: 0.711. Result ID: 6a44bd0973d097d845be11b1. [Reporting paper]() Recorded evaluation configuration: {"Readout":"XGBoost","Pipeline":"Tier 0+Tier 1"}. This record does not assert independent reproduction. ### L2-LR AUC: 0.703. Result ID: 6a44bd0973d097d845be11b0. [Reporting paper]() Recorded evaluation configuration: {"Readout":"L2-LR","Pipeline":"Tier 0+Tier 1"}. This record does not assert independent reproduction. ### MLP (2 hidden) AUC: 0.518. Result ID: 6a44bd0973d097d845be11b5. [Reporting paper]() Recorded evaluation configuration: {"Readout":"MLP (2 hidden)","Pipeline":"Tier 0+Tier 1"}. This record does not assert independent reproduction. ### MLP (4 hidden) AUC: 0.49. Result ID: 6a44bd0973d097d845be11b6. [Reporting paper]() Recorded evaluation configuration: {"Readout":"MLP (4 hidden)","Pipeline":"Tier 0+Tier 1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.