Frame-level Deepfake Detection on Celeb-DF v2
91.2AUROCVLAForge
Evaluation results
| Method | Links | |
|---|---|---|
| VLAForgeVenue=-2026.03 | 91.2 | |
| ForAdaVenue=CVPR’252026.03 | 90 | |
| CDFAVenue=ECCV’242026.03 | 89.9 | |
| Frequency-Aware Triple Branch NetworkTraining dataset=FF++, Backbone=Xception2026.04 | 87.2 | |
| UDDVenue=AAAI’252026.03 | 86.9 | |
| EDVenue=AAAI’242026.03 | 86.4 | |
| ProDetVenue=Neurips’242026.03 | 84.5 | |
| LSDAVenue=CVPR’242026.03 | 83 | |
| CFMTraining dataset=FF++2026.04 | 82.8 | |
| DCLTraining dataset=FF++2026.04 | 82.3 | |
| DSP-FWATraining dataset=FF++2026.04 | 81.4 | |
| SBIVenue=CVPR’222026.03 | 80.2 | |
| RepDFDVenue=AAAI’252026.03 | 80 | |
| HCILTraining dataset=FF++2026.04 | 79 | |
| XceptionTraining dataset=FF++2026.04 | 77.8 | |
| SPSLVenue=CVPR’212026.03 | 76.5 | |
| SRMVenue=CVPR’212026.03 | 75.5 | |
| SRMTraining dataset=FF++2026.04 | 75.5 | |
| UCFVenue=ICCV’232026.03 | 75.3 | |
| UCFTraining dataset=FF++2026.04 | 75.3 | |
| EfficientB4Venue=ICML‘192026.03 | 74.9 | |
| SPSLTraining dataset=FF++2026.04 | 74.9 | |
| FFDVenue=CVPR’202026.03 | 74.4 | |
| F-GTraining dataset=FF++2026.04 | 74.4 | |
| CORETraining dataset=FF++2026.04 | 74.3 | |
| XceptionVenue=ICCV’192026.03 | 73.7 | |
| RecceVenue=CVPR’222026.03 | 73.2 | |
| F3-NetTraining dataset=FF++2026.04 | 71.2 | |
| RECCETraining dataset=FF++2026.04 | 68.7 | |
| X-rayVenue=CVPR’202026.03 | 67.9 | |
| Meso4Training dataset=FF++2026.04 | 53.6 |