Puppeteering attack detection on NVFAIR CREMA-D
95.83DFaceShop AUCOurs
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Ours2025.10 | 95.8 | 98.4 | 98.3 | 95.2 | 96.2 | 96.8 | |
| Vahdati et al.2025.10 | 95.4 | 94.8 | 95.2 | 90.8 | 95.8 | 94.4 | |
| SupCon2025.10 | 64 | 63.2 | 62.5 | 61.9 | 61.5 | 62.6 | |
| CLR Net2025.10 | 63.5 | 68.4 | 64.1 | 68.1 | 60 | 64.8 | |
| CCE ViT2025.10 | 61.8 | 61.6 | 60.7 | 60.6 | 57.5 | 60.4 | |
| Efficient ViT2025.10 | 56.2 | 58.1 | 58 | 59.5 | 59.1 | 58.2 | |
| CNN Ensemble2025.10 | 55 | 55.4 | 53.7 | 56.1 | 54.6 | 55 | |
| LAANet2025.10 | 51.8 | 55.8 | 55.6 | 54.3 | 52.3 | 54 | |
| TALL2025.10 | 50.5 | 50.4 | 50 | 50.1 | 51.5 | 50.5 |