Synthetic fingerprint detection on GenPrint (test)
99.82TDR (tau=0.5)GenPrint(base)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GenPrint(base)Loss function=ViT-CE, Adaptation step=Base model trained on GenPrint2026.03 | 99.82 | 0.65 | 96.68 | |
| GenPrint(base)Loss function=ViT-CE+SC, Adaptation step=Base model trained on GenPrint2026.03 | 99.82 | 0.65 | 96.47 | |
| IWGANLoss function=ViT-CE, Adaptation step=After adaptation to IWGAN2026.03 | 99.28 | 0.85 | 91.16 | |
| SFinGeLoss function=ViT-CE, Adaptation step=After adaptation to SFinGe2026.03 | 99.15 | 1.14 | 88.74 | |
| IWGANLoss function=ViT-CE+SC, Adaptation step=After adaptation to IWGAN2026.03 | 99.15 | 0.87 | 93.84 | |
| IBG-NovettaLoss function=ViT-CE+SC, Adaptation step=After adaptation to IBG-Novetta2026.03 | 99.1 | 2.06 | 82.81 | |
| SFinGeLoss function=ViT-CE+SC, Adaptation step=After adaptation to SFinGe2026.03 | 99.05 | 0.81 | 88.25 | |
| PrintsGANLoss function=ViT-CE, Adaptation step=After adaptation to PrintsGAN2026.03 | 98.99 | 1.95 | 83.71 | |
| FPGANLoss function=ViT-CE, Adaptation step=After adaptation to FPGAN2026.03 | 98.92 | 3.48 | 87.42 | |
| FPGANLoss function=ViT-CE+SC, Adaptation step=After adaptation to FPGAN2026.03 | 98.79 | 3.79 | 87.76 | |
| PrintsGANLoss function=ViT-CE+SC, Adaptation step=After adaptation to PrintsGAN2026.03 | 98.66 | 1.84 | 85.82 | |
| IBG-NovettaLoss function=ViT-CE, Adaptation step=After adaptation to IBG-Novetta2026.03 | 98.56 | 1.66 | 82.06 |