# Deepfake Detection on Deeper Source: [Deepfake Detection on Deeper]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:24:30.542Z Evaluation of Deepfake Detection performance on the Deeper dataset, typically 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 | Deepfake Detection | | Dataset (including any stated split) | Deeper | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 | 99.25 | Not recorded | 68fa6c2a1e209131cea32799 | | ICT | 93.57 | Not recorded | 68fa6c2a1e209131cea32799 | | Face X-ray | 72.35 | Not recorded | 68fa6c2a1e209131cea32799 | | Xcep-c23 | 69.85 | Not recorded | 68fa6c2a1e209131cea32799 | | Capsule | 68.44 | Not recorded | 68fa6c2a1e209131cea32799 | | Multi-task | 65.32 | Not recorded | 68fa6c2a1e209131cea32799 | | DSP-FWA | 60 | Not recorded | 68fa6c2a1e209131cea32799 | | Xcep-c0 | 57.76 | Not recorded | 68fa6c2a1e209131cea32799 | | CNNDetect | 57.16 | Not recorded | 68fa6c2a1e209131cea32799 | | Patch-Foren | 55.35 | Not recorded | 68fa6c2a1e209131cea32799 | | MesoInc4 | 51.41 | Not recorded | 68fa6c2a1e209131cea32799 | | FFD | 46.64 | Not recorded | 68fa6c2a1e209131cea32799 | | FWA | 45.46 | Not recorded | 68fa6c2a1e209131cea32799 | ### ICT-Ref AUC: 99.25. Result ID: 698ee5a2a4474a45981feb81. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### ICT AUC: 93.57. Result ID: 698ee5a2a4474a45981feb80. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Face X-ray AUC: 72.35. Result ID: 698ee5a2a4474a45981feb7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Xcep-c23 AUC: 69.85. Result ID: 698ee5a2a4474a45981feb79. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Capsule AUC: 68.44. Result ID: 698ee5a2a4474a45981feb77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Multi-task AUC: 65.32. Result ID: 698ee5a2a4474a45981feb75. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### DSP-FWA AUC: 60. Result ID: 698ee5a2a4474a45981feb7b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Xcep-c0 AUC: 57.76. Result ID: 698ee5a2a4474a45981feb78. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### CNNDetect AUC: 57.16. Result ID: 698ee5a2a4474a45981feb7c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### Patch-Foren AUC: 55.35. Result ID: 698ee5a2a4474a45981feb7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### MesoInc4 AUC: 51.41. Result ID: 698ee5a2a4474a45981feb76. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### FFD AUC: 46.64. Result ID: 698ee5a2a4474a45981feb7e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Open-set"}. This record does not assert independent reproduction. ### FWA AUC: 45.46. Result ID: 698ee5a2a4474a45981feb7a. [Reporting paper]() [Method origin paper]() 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.