Differential Morphing Attack Detection on FRGC to FERET cross-database
1.6D-EERMagFace+SVM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MagFace+SVMBackbone=MagFace, Classifier=SVM2026.04 | 1.6 | 0 | 0.12 | 2.24 | |
| DifFoundMADBackbone=AIMv2, Architecture=ViT-L/142026.04 | 1.69 | 0.42 | 0.98 | 2.25 | |
| DifFoundMADBackbone=DINOv2, Architecture=ViT-L/142026.04 | 1.82 | 0.14 | 0.56 | 3.66 | |
| ArcFace+SVMBackbone=ArcFace, Classifier=SVM2026.04 | 1.91 | 0.27 | 0.8 | 3.19 | |
| DifFoundMADBackbone=DINOv3, Architecture=ViT-L/142026.04 | 2.13 | 0 | 0 | 4.08 | |
| ArcFace+RFBackbone=ArcFace, Classifier=RF2026.04 | 2.52 | 0.66 | 1.46 | 5.71 | |
| DifFoundMADBackbone=CLIP, Architecture=ViT-L/142026.04 | 3.23 | 0.84 | 1.97 | 10.13 | |
| COTS*+SVMBackbone=COTS, Classifier=SVM2026.04 | 4.95 | 3.26 | 4.82 | 13.82 | |
| COTS*+RFBackbone=COTS, Classifier=RF2026.04 | 9.66 | 9.65 | 14.08 | 28.55 | |
| FaceNet+SVMBackbone=FaceNet, Classifier=SVM2026.04 | 12.01 | 13.69 | 21.38 | 44.72 | |
| FaceNet+RFBackbone=FaceNet, Classifier=RF2026.04 | 13.02 | 15.91 | 20.47 | 43.94 |