Synthetic fingerprint detection on All synthetic Mean (test)
90.34TDR (tau=0.5)FPGAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FPGANLoss function=ViT-CE+SC2026.03 | 90.34 | 3.64 | 64.69 | |
| FPGANLoss function=ViT-CE2026.03 | 88.86 | 3.35 | 56.81 | |
| PrintsGANLoss function=ViT-CE+SC2026.03 | 81.43 | 1.8 | 57.87 | |
| PrintsGANLoss function=ViT-CE2026.03 | 81.31 | 1.99 | 52.3 | |
| IWGANLoss function=ViT-CE+SC2026.03 | 69.3 | 0.94 | 60.14 | |
| IWGANLoss function=ViT-CE2026.03 | 69.27 | 0.91 | 55.43 | |
| IBG-NovettaLoss function=ViT-CE+SC2026.03 | 50.92 | 2.05 | 43.05 | |
| IBG-NovettaLoss function=ViT-CE2026.03 | 50.55 | 1.77 | 42.3 | |
| SFinGeLoss function=ViT-CE2026.03 | 45.78 | 1.08 | 35.18 | |
| SFinGeLoss function=ViT-CE+SC2026.03 | 45.57 | 0.9 | 37.92 | |
| GenPrint(base)Loss function=ViT-CE2026.03 | 17.71 | 0.56 | 16.23 | |
| GenPrint(base)Loss function=ViT-CE+SC2026.03 | 17.71 | 0.58 | 16.19 |