# Deepfake Detection on Celeb-DF CD2 v2 Source: [Deepfake Detection on Celeb-DF CD2 v2]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:24:30.581Z Evaluation of Deepfake Detection performance on the Celeb-DF CD2 v2 dataset, reporting AUC scores. 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) | Celeb-DF CD2 v2 | | Metric | AUC | | 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 - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | ICT-Ref | 94.43 | Not recorded | 68fa6c2a1e209131cea32799 | | ICT | 85.71 | Not recorded | 68fa6c2a1e209131cea32799 | | PCL+I2G | 81.8 | Not recorded | 68fa6c2a1e209131cea32799 | | DSP-FWA | 81.41 | Not recorded | 68fa6c2a1e209131cea32799 | | Xcep-c23 | 77.82 | Not recorded | 68fa6c2a1e209131cea32799 | | FFD | 77.8 | Not recorded | 68fa6c2a1e209131cea32799 | | Face X-ray | 75.39 | Not recorded | 68fa6c2a1e209131cea32799 | | Two-Branch | 73.41 | Not recorded | 68fa6c2a1e209131cea32799 | | Nirkin et al. | 66 | Not recorded | 68fa6c2a1e209131cea32799 | | FWA | 64.87 | Not recorded | 68fa6c2a1e209131cea32799 | | Capsule | 63.65 | Not recorded | 68fa6c2a1e209131cea32799 | | Multi-task | 61.06 | Not recorded | 68fa6c2a1e209131cea32799 | | CNNDetect | 57.17 | Not recorded | 68fa6c2a1e209131cea32799 | | Patch-Foren | 57.16 | Not recorded | 68fa6c2a1e209131cea32799 | | MesoInc4 | 53.6 | Not recorded | 68fa6c2a1e209131cea32799 | | Xcep-c0 | 50.37 | Not recorded | 68fa6c2a1e209131cea32799 | ### ICT-Ref AUC: 94.43. Result ID: 698ee5a2a4474a45981feb9e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### ICT AUC: 85.71. Result ID: 698ee5a2a4474a45981feb9d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### PCL+I2G AUC: 81.8. Result ID: 698ee5a2a4474a45981feb9b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Close-set"}. This record does not assert independent reproduction. ### DSP-FWA AUC: 81.41. Result ID: 698ee5a2a4474a45981feb95. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Xcep-c23 AUC: 77.82. Result ID: 698ee5a2a4474a45981feb93. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### FFD AUC: 77.8. Result ID: 698ee5a2a4474a45981feb98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Face X-ray AUC: 75.39. Result ID: 698ee5a2a4474a45981feb99. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Two-Branch AUC: 73.41. Result ID: 698ee5a2a4474a45981feb9a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Close-set"}. This record does not assert independent reproduction. ### Nirkin et al. AUC: 66. Result ID: 698ee5a2a4474a45981feb9c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### FWA AUC: 64.87. Result ID: 698ee5a2a4474a45981feb94. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Capsule AUC: 63.65. Result ID: 698ee5a2a4474a45981feb91. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Multi-task AUC: 61.06. Result ID: 698ee5a2a4474a45981feb8f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### CNNDetect AUC: 57.17. Result ID: 698ee5a2a4474a45981feb96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Patch-Foren AUC: 57.16. Result ID: 698ee5a2a4474a45981feb97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### MesoInc4 AUC: 53.6. Result ID: 698ee5a2a4474a45981feb90. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Xcep-c0 AUC: 50.37. Result ID: 698ee5a2a4474a45981feb92. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.