Face Forgery Detection on DFDC (test)
84.72Frame-Level AUCSGF-CDNet
Evaluation Results
| Method | Links | |
|---|---|---|
| SGF-CDNetVenue=ICMEW 2026, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.07 | 84.72 | |
| CoRITVenues=-, Backbone=CLIP-ViT-L/14, Optimizer=SAM, Backbone Status=Frozen2026.03 | 84.5 | |
| WMambaVenue=ACM MM 2025, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.07 | 82.97 | |
| FreqDebiasVenues=CVPR’252026.03 | 82.4 | |
| DFD-FCGVenue=CVPR 2025, Input Type=Video, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.07 | 81.81 | |
| ForAdaVenues=CVPR’25, Backbone=CLIP-ViT-L/14, Optimizer=SAM, Backbone Status=Trainable2026.03 | 81.6 | |
| UDDVenue=AAAI 2025, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.07 | 81.2 | |
| RAEVenue=ECCV 2024, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.07 | 80.2 | |
| KNDVenues=MM’252026.03 | 78.2 | |
| SeeABLEVenue=ICCV 2023, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.07 | 75.9 | |
| UDDVenues=AAAI’252026.03 | 75.8 | |
| FreqBlenderVenue=NeurIPS 2024, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.07 | 74.59 | |
| ED [13]Venues=TIP’252026.03 | 74.3 | |
| AUNetVenue=CVPR 2023, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.07 | 73.82 | |
| LSDAVenues=CVPR’242026.03 | 73.6 | |
| UniFDVenues=CVPR’23, Backbone=CLIP-ViT-L/14, Optimizer=SAM, Backbone Status=Frozen2026.03 | 73.6 | |
| SBIVenue=CVPR 2022, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.07 | 72.42 | |
| ED [55]Venues=AAAI’242026.03 | 72.1 | |
| UCFVenues=ICCV’232026.03 | 71.9 | |
| RecceVenues=CVPR’222026.03 | 71.3 | |
| XceptionVenues=ICCV’192026.03 | 70.8 | |
| SPSLVenues=CVPR’212026.03 | 70.4 | |
| FFDVenues=CVPR’202026.03 | 70.3 | |
| F3NetVenues=AAAI’202026.03 | 70.2 | |
| SRMVenues=CVPR’212026.03 | 70 | |
| EfficientB4Venues=ICML’192026.03 | 69.6 | |
| FoCusVenues=TIFS’242026.03 | 66.9 | |
| Face X-rayVenues=CVPR’202026.03 | 63.3 |