# Face Forgery Detection on FaceForensics++ Face2Face HQ (test) Source: [Face Forgery Detection on FaceForensics++ Face2Face HQ (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:16.642Z Evaluation of Face Forgery Detection performance on the Face2Face manipulation subset of the FaceForensics++ HQ test set, measured using Video-level 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 | Forgery Detection | | Dataset (including any stated split) | FaceForensics++ Face2Face HQ (test) | | Metric | Video-level AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [Video-level AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Video-level AUC | Result date | Report paper | | --- | --- | --- | --- | | LipForensics | 99.7 | Not recorded | 68fa6a931e209131cea29019 | | LipForensics | 99.4 | Not recorded | 68fa6a931e209131cea29019 | | LipForensics | 98.8 | Not recorded | 68fa6a931e209131cea29019 | | Face X-ray | 94.5 | Not recorded | 68fa6a931e209131cea29019 | | Patch-based | 87.3 | Not recorded | 68fa6a931e209131cea29019 | | Xception | 86.8 | Not recorded | 68fa6a931e209131cea29019 | | CNN-GRU | 85.8 | Not recorded | 68fa6a931e209131cea29019 | | CNN-aug | 80.1 | Not recorded | 68fa6a931e209131cea29019 | ### LipForensics Video-level AUC: 99.7. Result ID: 699ac03a5698665ec44e63f7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"Ours","pre-training":"lipreading","fine-tuning":"frozen feature extractor"}. This record does not assert independent reproduction. ### LipForensics Video-level AUC: 99.4. Result ID: 699ac03a5698665ec44e63f6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"Ft whole","pre-training":"lipreading","fine-tuning":"whole model"}. This record does not assert independent reproduction. ### LipForensics Video-level AUC: 98.8. Result ID: 699ac03a5698665ec44e63f5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"Scratch","pre-training":"none"}. This record does not assert independent reproduction. ### Face X-ray Video-level AUC: 94.5. Result ID: 699ac03a5698665ec44e63f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Patch-based Video-level AUC: 87.3. Result ID: 699ac03a5698665ec44e63f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Xception Video-level AUC: 86.8. Result ID: 699ac03a5698665ec44e63f0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN-GRU Video-level AUC: 85.8. Result ID: 699ac03a5698665ec44e63f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN-aug Video-level AUC: 80.1. Result ID: 699ac03a5698665ec44e63f1. [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.