# Face Forgery Detection on FaceShifter HQ (FSh) Source: [Face Forgery Detection on FaceShifter HQ (FSh)]() Collection index: [llms.txt]() Data updated: 2026-03-04T20:26:41.508Z Evaluation of Face Forgery Detection performance specifically on the FaceShifter HQ (FSh) dataset, 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 | Face Forgery Detection | | Dataset (including any stated split) | FaceShifter HQ (FSh) | | Metric | Video-level AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 37 of 37 | | 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 | 97.1 | Not recorded | 68fa6a931e209131cea29019 | | Ft whole | 93.9 | Not recorded | 68fa6a931e209131cea29019 | | Face X-ray | 92.8 | Not recorded | 68fa6a931e209131cea29019 | | Scratch | 84.7 | Not recorded | 68fa6a931e209131cea29019 | | CNN-GRU | 80.8 | Not recorded | 68fa6a931e209131cea29019 | | F3Net | 72.66 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | Xception | 72 | Not recorded | 68fa6a931e209131cea29019 | | MesoIncep | 69.21 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | Multi-task | 66 | Not recorded | 68fa6a931e209131cea29019 | | CNN-aug | 65.7 | Not recorded | 68fa6a931e209131cea29019 | | DSP-FWA | 65.5 | Not recorded | 68fa6a931e209131cea29019 | | BalujaNet | 63.5 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | HiNet | 62.15 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | HiDDeN | 61.72 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | Xception | 59.48 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | StegaFFD | 58.68 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | BalujaNet | 58.52 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | Patch-based | 57.8 | Not recorded | 68fa6a931e209131cea29019 | | HiDDeN | 57.15 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | HiDDeN | 56.94 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | Falco | 54.98 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | Falco | 54.54 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | Falco | 54.43 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | Falco | 54.06 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | WengNet | 53.64 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | WengNet | 53.35 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | HiNet | 53.13 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | SFDA | 53.04 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | Meso4 | 52.9 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | BalujaNet | 50.85 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | BalujaNet | 50.75 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | WengNet | 50.44 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | HiNet | 50.38 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | WengNet | 50.23 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | SFDA+SDA | 50.03 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | HiDDeN | 49.64 | Not recorded | 69a7bc7f2d603e6de3e3d487 | | HiNet | 47.01 | Not recorded | 69a7bc7f2d603e6de3e3d487 | ### LipForensics Video-level AUC: 97.1. Result ID: 699ac03a5698665ec44e6426. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training":"Lipreading","Feature Extractor":"Frozen"}. This record does not assert independent reproduction. ### Ft whole Video-level AUC: 93.9. Result ID: 699ac03a5698665ec44e6425. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training":"Lipreading","Fine-tuning":"Full network"}. This record does not assert independent reproduction. ### Face X-ray Video-level AUC: 92.8. Result ID: 699ac03a5698665ec44e6420. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Scratch Video-level AUC: 84.7. Result ID: 699ac03a5698665ec44e6424. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training":"None"}. This record does not assert independent reproduction. ### CNN-GRU Video-level AUC: 80.8. Result ID: 699ac03a5698665ec44e6421. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### F3Net Video-level AUC: 72.66. Result ID: 69a8957d6dbb7075b95151db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Privacy Preserving":"None","Type":"Freq."}. This record does not assert independent reproduction. ### Xception Video-level AUC: 72. Result ID: 699ac03a5698665ec44e641d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MesoIncep Video-level AUC: 69.21. Result ID: 69a8957d6dbb7075b95151da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Privacy Preserving":"None","Type":"Plain"}. This record does not assert independent reproduction. ### Multi-task Video-level AUC: 66. Result ID: 699ac03a5698665ec44e6422. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN-aug Video-level AUC: 65.7. Result ID: 699ac03a5698665ec44e641e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DSP-FWA Video-level AUC: 65.5. Result ID: 699ac03a5698665ec44e6423. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BalujaNet Video-level AUC: 63.5. Result ID: 69a8957d6dbb7075b95151ee. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"MesoIncep","Type":"Plain"}. This record does not assert independent reproduction. ### HiNet Video-level AUC: 62.15. Result ID: 69a8957d6dbb7075b95151e2. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"MesoIncep","Type":"Plain"}. This record does not assert independent reproduction. ### HiDDeN Video-level AUC: 61.72. Result ID: 69a8957d6dbb7075b95151e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FFD Detector":"MesoIncep","Type":"Plain"}. This record does not assert independent reproduction. ### Xception Video-level AUC: 59.48. Result ID: 69a8957d6dbb7075b95151d8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Privacy Preserving":"None","Type":"Plain"}. This record does not assert independent reproduction. ### StegaFFD Video-level AUC: 58.68. Result ID: 69a8957d6dbb7075b95151f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Privacy Preserving":"HiDDeN","Type":"Freq."}. This record does not assert independent reproduction. ### BalujaNet Video-level AUC: 58.52. Result ID: 69a8957d6dbb7075b95151ef. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"F3Net","Type":"Freq."}. This record does not assert independent reproduction. ### Patch-based Video-level AUC: 57.8. Result ID: 699ac03a5698665ec44e641f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HiDDeN Video-level AUC: 57.15. Result ID: 69a8957d6dbb7075b95151e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FFD Detector":"F3Net","Type":"Freq."}. This record does not assert independent reproduction. ### HiDDeN Video-level AUC: 56.94. Result ID: 69a8957d6dbb7075b95151e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FFD Detector":"Meso4","Type":"Plain"}. This record does not assert independent reproduction. ### Falco Video-level AUC: 54.98. Result ID: 69a8957d6dbb7075b95151dc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FFD Detector":"Xception","Type":"Plain"}. This record does not assert independent reproduction. ### Falco Video-level AUC: 54.54. Result ID: 69a8957d6dbb7075b95151df. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FFD Detector":"F3Net","Type":"Freq."}. This record does not assert independent reproduction. ### Falco Video-level AUC: 54.43. Result ID: 69a8957d6dbb7075b95151de. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FFD Detector":"MesoIncep","Type":"Plain"}. This record does not assert independent reproduction. ### Falco Video-level AUC: 54.06. Result ID: 69a8957d6dbb7075b95151dd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FFD Detector":"Meso4","Type":"Plain"}. This record does not assert independent reproduction. ### WengNet Video-level AUC: 53.64. Result ID: 69a8957d6dbb7075b95151e9. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"Meso4","Type":"Plain"}. This record does not assert independent reproduction. ### WengNet Video-level AUC: 53.35. Result ID: 69a8957d6dbb7075b95151eb. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"F3Net","Type":"Freq."}. This record does not assert independent reproduction. ### HiNet Video-level AUC: 53.13. Result ID: 69a8957d6dbb7075b95151e3. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"F3Net","Type":"Freq."}. This record does not assert independent reproduction. ### SFDA Video-level AUC: 53.04. Result ID: 69a8957d6dbb7075b95151f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Privacy Preserving":"HiDDeN","Type":"Freq."}. This record does not assert independent reproduction. ### Meso4 Video-level AUC: 52.9. Result ID: 69a8957d6dbb7075b95151d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Privacy Preserving":"None","Type":"Plain"}. This record does not assert independent reproduction. ### BalujaNet Video-level AUC: 50.85. Result ID: 69a8957d6dbb7075b95151ed. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"Meso4","Type":"Plain"}. This record does not assert independent reproduction. ### BalujaNet Video-level AUC: 50.75. Result ID: 69a8957d6dbb7075b95151ec. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"Xception","Type":"Plain"}. This record does not assert independent reproduction. ### WengNet Video-level AUC: 50.44. Result ID: 69a8957d6dbb7075b95151e8. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"Xception","Type":"Plain"}. This record does not assert independent reproduction. ### HiNet Video-level AUC: 50.38. Result ID: 69a8957d6dbb7075b95151e1. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"Meso4","Type":"Plain"}. This record does not assert independent reproduction. ### WengNet Video-level AUC: 50.23. Result ID: 69a8957d6dbb7075b95151ea. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"MesoIncep","Type":"Plain"}. This record does not assert independent reproduction. ### SFDA+SDA Video-level AUC: 50.03. Result ID: 69a8957d6dbb7075b95151f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Privacy Preserving":"HiDDeN","Type":"Freq."}. This record does not assert independent reproduction. ### HiDDeN Video-level AUC: 49.64. Result ID: 69a8957d6dbb7075b95151e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FFD Detector":"Xception","Type":"Plain"}. This record does not assert independent reproduction. ### HiNet Video-level AUC: 47.01. Result ID: 69a8957d6dbb7075b95151e0. [Reporting paper]() Recorded evaluation configuration: {"FFD Detector":"Xception","Type":"Plain"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.