Puppeteering attack detection on NVFAIR RAVDESS
0.963DFaceShop AUCVahdati et al.
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Vahdati et al.2025.10 | 0.96 | 0.95 | 0.949 | 0.913 | 0.966 | 0.947 | |
| Ours2025.10 | 0.956 | 0.978 | 0.974 | 0.978 | 0.956 | 0.968 | |
| CLR Net2025.10 | 0.639 | 0.636 | 0.624 | 0.634 | 0.632 | 0.633 | |
| SupCon2025.10 | 0.632 | 0.621 | 0.649 | 0.648 | 0.639 | 0.638 | |
| CCE ViT2025.10 | 0.608 | 0.618 | 0.63 | 0.622 | 0.615 | 0.619 | |
| Efficient ViT2025.10 | 0.58 | 0.573 | 0.547 | 0.579 | 0.578 | 0.551 | |
| CNN Ensemble2025.10 | 0.559 | 0.536 | 0.52 | 0.57 | 0.561 | 0.549 | |
| LAANet2025.10 | 0.525 | 0.519 | 0.528 | 0.526 | 0.513 | 0.527 | |
| TALL2025.10 | 0.511 | 0.506 | 0.509 | 0.505 | 0.501 | 0.506 |