Face Forgery Detection on Face Forensics in the Wild (FFIW)
93.49Video-level AUCVRAG-DFD
Evaluation results
| Method | Links | |
|---|---|---|
| VRAG-DFDVenue=CVPRF 2026, Explainable=true, Research Topic=MLLM + Dynamic RAG2026.04 | 93.49 | |
| EffortVenue=ICML 2025, Explainable=false, Research Topic=Fine-tune CLIP-ViT2026.04 | 92.1 | |
| M2F2-DetVenue=CVPR 2025, Explainable=true, Research Topic=MLLM + Static Knowledge2026.04 | 88.7 | |
| χ2-DFDVenue=NeurIPS 2025, Explainable=true, Research Topic=MLLM + Detector2026.04 | 86.7 | |
| FreqBlenderVenue=NeurIPS 2024, Explainable=false, Research Topic=Frequency + Blending2026.04 | 86.14 | |
| SBIVenue=CVPR 2022, Explainable=false, Research Topic=Blending2026.04 | 84.83 | |
| LESBVenue=WACVW 2025, Explainable=false, Research Topic=Blending2026.04 | 83.01 | |
| AUNetVenue=CVPR 2023, Explainable=false, Research Topic=Facial AU2026.04 | 81.45 | |
| SRMVenue=CVPR 2021, Explainable=false, Research Topic=Attention + FPN2026.04 | 80.6 | |
| SPSLVenue=CVPR 2021, Explainable=false, Research Topic=Phase Spectrum2026.04 | 79.4 | |
| LTWVenue=AAAI 2021, Explainable=false, Research Topic=Meta Training2026.04 | 76.63 | |
| DCLVenue=AAAI 2022, Explainable=false, Research Topic=Contrastive Learning2026.04 | 71.14 | |
| COREVenue=CVPR 2022, Explainable=false, Research Topic=Augmentation2026.04 | 71 | |
| F3-NetVenue=ECCV 2020, Explainable=false, Research Topic=Frequency + CNN2026.04 | 70.11 | |
| UCFVenue=ICCV 2023, Explainable=false, Research Topic=Disentanglement2026.04 | 69.7 |