Face Presentation Attack Detection on OULU-NPU Target (test)
2.25HTERCPG-PAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CPG-PAD2026.07 | 2.25 | 99.81 | |
| BUDoPT2026.07 | 5.94 | 98.37 | |
| SVLP-ILParadigm=Incremental Learning (IL)2025.12 | 8.77 | 95.47 | |
| KA-PromptParadigm=Incremental Learning (IL)2025.12 | 10.8 | 95.44 | |
| AMELParadigm=Domain Generalization (DG)2025.12 | 11.31 | 93.96 | |
| MDIL-PADParadigm=Incremental Learning (IL)2025.12 | 12.47 | 94.22 | |
| SD-LoRAParadigm=Incremental Learning (IL)2025.12 | 13.29 | 94.39 | |
| FGHVParadigm=Domain Generalization (DG)2025.12 | 13.58 | 93.55 | |
| SSAN-RParadigm=Domain Generalization (DG)2025.12 | 13.72 | 93.63 | |
| GDAParadigm=Domain Adaptation (DA)2025.12 | 14.4 | 92.6 | |
| D2AMParadigm=Domain Generalization (DG)2025.12 | 15.27 | 90.87 | |
| SSDG-RParadigm=Domain Generalization (DG)2025.12 | 15.61 | 91.54 | |
| LwFParadigm=Incremental Learning (IL)2025.12 | 19.03 | 88.93 | |
| DGUA-FAS2026.07 | 20.05 | 88.75 | |
| HFN+MP2026.07 | 20.94 | 85.71 | |
| VLADParadigm=Domain Adaptation (DA)2025.12 | 21.2 | 86.93 | |
| SDAParadigm=Domain Adaptation (DA)2025.12 | 23.1 | 84.3 | |
| DiVT-M2026.07 | 23.61 | 85.73 | |
| SSAN-R2026.07 | 24.44 | 82.86 | |
| CIFAS2026.07 | 24.63 | 81.48 | |
| SSDG-R2026.07 | 27.92 | 78.72 | |
| MADDGParadigm=Domain Generalization (DG)2025.12 | 27.98 | 80.02 | |
| L2PParadigm=Incremental Learning (IL)2025.12 | 31.74 | 76.08 |