Face Forgery Detection on Celeb-DF
80AUCSLADD
Evaluation results
| Method | Links | |
|---|---|---|
| SLADDTraining Data=FS2022.03 | 80 | |
| SLADDTraining Data=F2F2022.03 | 78.1 | |
| SPSLBackbone=Xception2021.03 | 76.88 | |
| SLADDTraining Data=NT2022.03 | 75.9 | |
| Two-branch2021.03 | 73.4 | |
| SLADDTraining Data=DF2022.03 | 73 | |
| RFMTraining Data=DF2022.03 | 72.3 | |
| Face X-rayTraining Data=NT2022.03 | 70.3 | |
| Face X-rayTraining Data=FS2022.03 | 69.7 | |
| SRMTraining Data=F2F2022.03 | 69.3 | |
| F3NetTraining Data=NT2022.03 | 68.9 | |
| Face X-rayTraining Data=F2F2022.03 | 68.4 | |
| XceptionTraining Data=DF2022.03 | 68.1 | |
| F3NetTraining Data=DF2022.03 | 66.4 | |
| RFMTraining Data=F2F2022.03 | 66.3 | |
| XceptionCompression=c402021.03 | 65.5 | |
| F3NetTraining Data=F2F2022.03 | 65.4 | |
| F3-Net2021.03 | 65.17 | |
| SRMTraining Data=NT2022.03 | 65.1 | |
| SRMTraining Data=DF2022.03 | 65 | |
| DSP-FWA2021.03 | 64.6 | |
| DSP-FWASize=28 M, Data Augmentation=true, Training Dataset=Unpub.2021.04 | 64.6 | |
| SRMTraining Data=FS2022.03 | 64.3 | |
| F3NetTraining Data=FS2022.03 | 63.6 | |
| XceptionTraining Data=NT2022.03 | 62.5 | |
| CNN+RNNSize=24.3 M, Data Augmentation=false, Training Dataset=FF++2021.04 | 61.5 | |
| XceptionTraining Data=FS2022.03 | 60.1 | |
| RFMTraining Data=NT2022.03 | 60 | |
| XceptionTraining Data=F2F2022.03 | 59.8 | |
| RFMTraining Data=FS2022.03 | 59.1 | |
| Capsule2021.03 | 57.5 | |
| CapsuleSize=15 M, Data Augmentation=false, Training Dataset=FF++2021.04 | 57.5 | |
| FWA2021.03 | 56.9 | |
| FWASize=26 M, Data Augmentation=true, Training Dataset=Unpub.2021.04 | 56.9 | |
| LRNetSize=0.18 M, Data Augmentation=false, Training Dataset=FF++2021.04 | 56.9 | |
| SMIL2021.03 | 56.3 | |
| Face X-rayTraining Data=DF2022.03 | 55.4 | |
| VA-LogReg2021.03 | 55.1 | |
| VA-MLP2021.03 | 55 | |
| Meso42021.03 | 54.8 | |
| Meso4Size=0.03 M, Data Augmentation=false, Training Dataset=Unpub.2021.04 | 54.8 | |
| HeadPose2021.03 | 54.6 | |
| Multi-task2021.03 | 54.3 | |
| Two-stream2021.03 | 53.8 | |
| MesoInception42021.03 | 53.6 | |
| XceptionSize=20.8 M, Data Augmentation=false, Training Dataset=FF++2021.04 | 48.2 |