Puppeteering attack detection on CREMA-D and RAVDESS Cross-domain
0.9143DFaceShop AUCPC-LMCL
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PC-LMCLDomain=Cross-domain2025.10 | 0.914 | 0.919 | 0.917 | 0.944 | 0.931 | 0.925 | |
| Vahdati et al.Domain=Cross-domain2025.10 | 0.895 | 0.921 | 0.894 | 0.89 | 0.915 | 0.903 | |
| SupConDomain=Cross-domain2025.10 | 0.659 | 0.62 | 0.628 | 0.603 | 0.671 | 0.636 | |
| TALLDomain=Cross-domain2025.10 | 0.639 | 0.516 | 0.508 | 0.672 | 0.571 | 0.581 | |
| CNN EnsembleDomain=Cross-domain2025.10 | 0.629 | 0.589 | 0.516 | 0.633 | 0.595 | 0.592 | |
| CLR NETDomain=Cross-domain2025.10 | 0.627 | 0.633 | 0.625 | 0.638 | 0.638 | 0.632 | |
| CCE ViTDomain=Cross-domain2025.10 | 0.598 | 0.587 | 0.616 | 0.651 | 0.609 | 0.612 | |
| Efficient ViTDomain=Cross-domain2025.10 | 0.58 | 0.635 | 0.604 | 0.659 | 0.647 | 0.625 | |
| LAANetDomain=Cross-domain2025.10 | 0.558 | 0.503 | 0.568 | 0.561 | 0.617 | 0.561 |