Synthetic fingerprint detection on PrintsGAN (test)
92.89TDR (tau=0.5)FPGAN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FPGANLoss function=ViT-CE+SC2026.03 | 92.89 | 3.71 | 37.71 | |
| FPGANLoss function=ViT-CE2026.03 | 90.03 | 3.32 | 28.88 | |
| PrintsGANLoss function=ViT-CE+SC2026.03 | 85.96 | 1.77 | 23.53 | |
| PrintsGANLoss function=ViT-CE2026.03 | 84.79 | 2.05 | 14.47 | |
| IWGANLoss function=ViT-CE2026.03 | 20.3 | 0.92 | 3.05 | |
| IWGANLoss function=ViT-CE+SC2026.03 | 20.18 | 0.98 | 3.36 | |
| IBG-NovettaLoss function=ViT-CE+SC2026.03 | 2.92 | 2.21 | 0.12 | |
| IBG-NovettaLoss function=ViT-CE2026.03 | 2.19 | 1.89 | 0.09 | |
| SFinGeLoss function=ViT-CE2026.03 | 0.67 | 1.15 | 0 | |
| SFinGeLoss function=ViT-CE+SC2026.03 | 0.64 | 1.03 | 0 | |
| GenPrint(base)Loss function=ViT-CE2026.03 | 0.6 | 0.57 | 0 | |
| GenPrint(base)Loss function=ViT-CE+SC2026.03 | 0.57 | 0.57 | 0 |