Fake image detection on DDPM
98.38AAthree-stage domain continual learning framework
Evaluation results
| Method | Links | ||
|---|---|---|---|
| three-stage domain continual learning frameworkInitial offline model=CLIP ViT-B/322026.01 | 98.38 | -0.5 | |
| JointInitial offline model=CLIP ViT-B/322026.01 | 98.15 | -0.21 | |
| A-GEMInitial offline model=CLIP ViT-B/322026.01 | 92.7 | -10.43 | |
| iCaRLInitial offline model=CLIP ViT-B/322026.01 | 91.52 | -12 | |
| ERInitial offline model=CLIP ViT-B/322026.01 | 90.92 | -0.54 | |
| SIInitial offline model=CLIP ViT-B/322026.01 | 90.68 | -12.76 | |
| SeqInitial offline model=CLIP ViT-B/322026.01 | 90.35 | -12.65 | |
| EWCInitial offline model=CLIP ViT-B/322026.01 | 89.44 | -10.86 | |
| OSLAInitial offline model=CLIP ViT-B/322026.01 | 87.69 | -10.99 |