Face Forgery Detection on CDF v1 (test)
91.6Frame-Level AUCKND
Evaluation results
| Method | Links | |
|---|---|---|
| KNDVenues=MM’252026.03 | 91.6 | |
| CoRITVenues=-, Backbone=CLIP-ViT-L/14, Optimizer=SAM, Backbone Status=Frozen2026.03 | 90.9 | |
| FIA-USAVenues=NIPS’252026.03 | 90.1 | |
| ED [13]Venues=TIP’252026.03 | 88.7 | |
| FreqDebiasVenues=CVPR’252026.03 | 87.5 | |
| LSDAVenues=CVPR’242026.03 | 86.7 | |
| ForAdaVenues=CVPR’25, Backbone=CLIP-ViT-L/14, Optimizer=SAM, Backbone Status=Trainable2026.03 | 83.7 | |
| ED [55]Venues=AAAI’242026.03 | 81.8 | |
| SPSLVenues=CVPR’212026.03 | 81.5 | |
| SRMVenues=CVPR’212026.03 | 79.3 | |
| EfficientB4Venues=ICML’192026.03 | 79.1 | |
| FWAVenues=CVPRW’192026.03 | 79 | |
| FFDVenues=CVPR’202026.03 | 78.4 | |
| XceptionVenues=ICCV’192026.03 | 77.9 | |
| UCFVenues=ICCV’232026.03 | 77.9 | |
| F3NetVenues=AAAI’202026.03 | 77.7 | |
| RecceVenues=CVPR’222026.03 | 76.8 | |
| UniFDVenues=CVPR’23, Backbone=CLIP-ViT-L/14, Optimizer=SAM, Backbone Status=Frozen2026.03 | 74.3 | |
| Face X-rayVenues=CVPR’202026.03 | 70.9 |