Fake Image Detection on Deepfake
99.06AAthree-stage domain continual learning framework
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| three-stage domain continual learning frameworkInitial offline model=CLIP ViT-B/322026.01 | 99.06 | -0.09 | |
| JointInitial offline model=CLIP ViT-B/322026.01 | 98.77 | -0.02 | |
| OSLAInitial offline model=CLIP ViT-B/322026.01 | 98.37 | -1.11 | |
| ERInitial offline model=CLIP ViT-B/322026.01 | 98.26 | -1.15 | |
| SeqInitial offline model=CLIP ViT-B/322026.01 | 94.46 | -9.29 | |
| iCaRLInitial offline model=CLIP ViT-B/322026.01 | 94.38 | -9.51 | |
| SIInitial offline model=CLIP ViT-B/322026.01 | 93.82 | -10.32 | |
| EWCInitial offline model=CLIP ViT-B/322026.01 | 92.57 | -11.92 | |
| A-GEMInitial offline model=CLIP ViT-B/322026.01 | 87.7 | -20.48 |