Deepfake Detection on Celeb-DF, DFDC, and DFD cross-domain average FF++(HQ) trained (test)
0.8059Average AUCGenDF
Evaluation results
| Method | Links | |
|---|---|---|
| GenDF#Params=0.28M, GFLOPs=17.58, Inference Time (ms)=9.212025.12 | 0.8059 | |
| ViT+Lora#Params=0.27M, GFLOPs=17.58, Inference Time (ms)=12.122025.12 | 0.7828 | |
| UIA-ViT#Params=81.83M, GFLOPs=17.58, Inference Time (ms)=8.692025.12 | 0.7809 | |
| Face-x-ray#Params=77.47M, GFLOPs=42.58, Inference Time (ms)=35.622025.12 | 0.766 | |
| RECCE#Params=24.69M, GFLOPs=13.18, Inference Time (ms)=99.372025.12 | 0.7299 | |
| Xception#Params=20.81M, GFLOPs=16.84, Inference Time (ms)=5.252025.12 | 0.6901 |