# Deepfake Detection on Facial Reenactment Source: [Deepfake Detection on Facial Reenactment]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:17.346Z Evaluation of Deepfake Detection performance using Precision, Recall, and F1 scores on the Facial Reenactment dataset. 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 | Deepfake Detection | | Dataset (including any stated split) | Facial Reenactment | | Metric | Precision | | 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 - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | CD | 97 | Not recorded | 68fa699d1e209131cea23173 | | MagDR (CD+DD) | 97 | Not recorded | 68fa699d1e209131cea23173 | | DD | 94 | Not recorded | 68fa699d1e209131cea23173 | | DD | 92 | Not recorded | 68fa699d1e209131cea23173 | | MagDR (CD+DD) | 92 | Not recorded | 68fa699d1e209131cea23173 | | NNIF et al. | 85 | Not recorded | 68fa699d1e209131cea23173 | | NNIF et al. | 80 | Not recorded | 68fa699d1e209131cea23173 | | CD | 76 | Not recorded | 68fa699d1e209131cea23173 | | OTD | 60 | Not recorded | 68fa699d1e209131cea23173 | | Lu et al. | 56 | Not recorded | 68fa699d1e209131cea23173 | | Meng et al. | 56 | Not recorded | 68fa699d1e209131cea23173 | | Lu et al. | 50 | Not recorded | 68fa699d1e209131cea23173 | | Meng et al. | 49 | Not recorded | 68fa699d1e209131cea23173 | | Metzen et al. | 48 | Not recorded | 68fa699d1e209131cea23173 | | Metzen et al. | 48 | Not recorded | 68fa699d1e209131cea23173 | | OTD | 45 | Not recorded | 68fa699d1e209131cea23173 | ### CD Precision: 97. Result ID: 698dc6ed8b517eb43323a883. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack Method":"PGD"}. This record does not assert independent reproduction. ### MagDR (CD+DD) Precision: 97. Result ID: 698dc6ed8b517eb43323a885. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack Method":"PGD"}. This record does not assert independent reproduction. ### DD Precision: 94. Result ID: 698dc6ed8b517eb43323a881. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack Method":"PGD"}. This record does not assert independent reproduction. ### DD Precision: 92. Result ID: 698dc6ed8b517eb43323a880. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack Method":"C&W"}. This record does not assert independent reproduction. ### MagDR (CD+DD) Precision: 92. Result ID: 698dc6ed8b517eb43323a884. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack Method":"C&W"}. This record does not assert independent reproduction. ### NNIF et al. Precision: 85. Result ID: 698dc6ed8b517eb43323a87e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Method":"C&W"}. This record does not assert independent reproduction. ### NNIF et al. Precision: 80. Result ID: 698dc6ed8b517eb43323a87f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Method":"PGD"}. This record does not assert independent reproduction. ### CD Precision: 76. Result ID: 698dc6ed8b517eb43323a882. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack Method":"C&W"}. This record does not assert independent reproduction. ### OTD Precision: 60. Result ID: 698dc6ed8b517eb43323a87c. [Reporting paper]() Recorded evaluation configuration: {"Attack Method":"C&W"}. This record does not assert independent reproduction. ### Lu et al. Precision: 56. Result ID: 698dc6ed8b517eb43323a876. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Method":"C&W"}. This record does not assert independent reproduction. ### Meng et al. Precision: 56. Result ID: 698dc6ed8b517eb43323a87b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Method":"PGD"}. This record does not assert independent reproduction. ### Lu et al. Precision: 50. Result ID: 698dc6ed8b517eb43323a877. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Method":"PGD"}. This record does not assert independent reproduction. ### Meng et al. Precision: 49. Result ID: 698dc6ed8b517eb43323a87a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Method":"C&W"}. This record does not assert independent reproduction. ### Metzen et al. Precision: 48. Result ID: 698dc6ed8b517eb43323a878. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Method":"C&W"}. This record does not assert independent reproduction. ### Metzen et al. Precision: 48. Result ID: 698dc6ed8b517eb43323a879. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Method":"PGD"}. This record does not assert independent reproduction. ### OTD Precision: 45. Result ID: 698dc6ed8b517eb43323a87d. [Reporting paper]() Recorded evaluation configuration: {"Attack Method":"PGD"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.