Synthetic fingerprint detection on SFinGe (test)
100TDR (tau=0.5)PrintsGAN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PrintsGANLoss function=ViT-CE2026.03 | 100 | 1.94 | 96.03 | |
| FPGANLoss function=ViT-CE2026.03 | 99.96 | 3.13 | 97.86 | |
| IWGANLoss function=ViT-CE+SC2026.03 | 99.96 | 0.94 | 97.99 | |
| IBG-NovettaLoss function=ViT-CE2026.03 | 99.91 | 1.91 | 91.54 | |
| PrintsGANLoss function=ViT-CE+SC2026.03 | 99.91 | 1.77 | 95.68 | |
| FPGANLoss function=ViT-CE+SC2026.03 | 99.91 | 3.43 | 95.68 | |
| IWGANLoss function=ViT-CE2026.03 | 99.87 | 0.85 | 98.46 | |
| IBG-NovettaLoss function=ViT-CE+SC2026.03 | 99.87 | 2.16 | 94.15 | |
| SFinGeLoss function=ViT-CE2026.03 | 99.66 | 1.2 | 90.17 | |
| SFinGeLoss function=ViT-CE+SC2026.03 | 99.66 | 0.97 | 94.49 | |
| GenPrint(base)Loss function=ViT-CE2026.03 | 0.73 | 0.49 | 0 | |
| GenPrint(base)Loss function=ViT-CE+SC2026.03 | 0.73 | 0.51 | 0 |