# Deepfake Detection on NTIRE Deepfake Detection Challenge Public 2026 (test) Source: [Deepfake Detection on NTIRE Deepfake Detection Challenge Public 2026 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-29T08:36:23.696Z Evaluation of Deepfake Detection performance on the test split of the NTIRE Deepfake Detection Challenge Public 2026 dataset, typically measured using 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) | NTIRE Deepfake Detection Challenge Public 2026 (test) | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 | | --- | --- | --- | --- | | AntInternational | 92.34 | Not recorded | 69f190cb55a3c32af89fbd34 | | ShallowReal | 92.18 | Not recorded | 69f190cb55a3c32af89fbd34 | | INTSIG | 89.01 | Not recorded | 69f190cb55a3c32af89fbd34 | | HCMUS-Aqua | 87.75 | Not recorded | 69f190cb55a3c32af89fbd34 | | acvlab | 84.61 | Not recorded | 69f190cb55a3c32af89fbd34 | | Reagvis Lab | 84.3 | Not recorded | 69f190cb55a3c32af89fbd34 | | Hit Virlab | 84.18 | Not recorded | 69f190cb55a3c32af89fbd34 | | Anonymous | 83.9 | Not recorded | 69f190cb55a3c32af89fbd34 | | Zeke | 82.4 | Not recorded | 69f190cb55a3c32af89fbd34 | | TCD Vision | 80.45 | Not recorded | 69f190cb55a3c32af89fbd34 | | PSU | 70.56 | Not recorded | 69f190cb55a3c32af89fbd34 | | AI4Good | 68.65 | Not recorded | 69f190cb55a3c32af89fbd34 | | Acube | 68.6 | Not recorded | 69f190cb55a3c32af89fbd34 | | NTR | 59.99 | Not recorded | 69f190cb55a3c32af89fbd34 | ### AntInternational AUC: 92.34. Result ID: 69f1c2ef47f34ce924d84a0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ShallowReal AUC: 92.18. Result ID: 69f1c2ef47f34ce924d84a0d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### INTSIG AUC: 89.01. Result ID: 69f1c2ef47f34ce924d84a0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HCMUS-Aqua AUC: 87.75. Result ID: 69f1c2ef47f34ce924d84a10. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ensemble":"1:2:2 calibrated ensemble"}. This record does not assert independent reproduction. ### acvlab AUC: 84.61. Result ID: 69f1c2ef47f34ce924d84a11. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Reagvis Lab AUC: 84.3. Result ID: 69f1c2ef47f34ce924d84a12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Hit Virlab AUC: 84.18. Result ID: 69f1c2ef47f34ce924d84a13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Anonymous AUC: 83.9. Result ID: 69f1c2ef47f34ce924d84a14. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Zeke AUC: 82.4. Result ID: 69f1c2ef47f34ce924d84a15. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TCD Vision AUC: 80.45. Result ID: 69f1c2ef47f34ce924d84a16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PSU AUC: 70.56. Result ID: 69f1c2ef47f34ce924d84a17. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AI4Good AUC: 68.65. Result ID: 69f1c2ef47f34ce924d84a18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Acube AUC: 68.6. Result ID: 69f1c2ef47f34ce924d84a19. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NTR AUC: 59.99. Result ID: 69f1c2ef47f34ce924d84a1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. 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