Skilled Forgery Detection on GPDS-S
8.19EERSVM-Linear (SGD)
Evaluation Results
| Method | Links | |
|---|---|---|
| SVM-Linear (SGD)r=12.0, selection_strategy=Prototypical, threshold=Global2026.06 | 8.19 | |
| SVM-Linear (SGD)r=10.0, selection_strategy=Prototypical, threshold=Global2026.06 | 8.33 | |
| SVM-RBFr=12.0, selection_strategy=Standard, threshold=Global2026.06 | 8.81 | |
| SVM-Linear (SGD)r=12.0, selection_strategy=Standard, threshold=Global2026.06 | 9.09 | |
| SVM-RBFr=10.0, selection_strategy=Standard, threshold=Global2026.06 | 9.17 | |
| SVM-Linear (SGD)r=10.0, selection_strategy=Standard, threshold=Global2026.06 | 9.45 | |
| SVM-Linear (SGD)r=5.0, selection_strategy=Prototypical, threshold=Global2026.06 | 9.54 | |
| SVM-RBFr=12.0, selection_strategy=Prototypical, threshold=Global2026.06 | 9.81 | |
| SVM-RBFr=10.0, selection_strategy=Prototypical, threshold=Global2026.06 | 10.09 | |
| SVM-RBFr=5.0, selection_strategy=Standard, threshold=Global2026.06 | 10.17 | |
| SVM-Linear (SGD)r=5.0, selection_strategy=Standard, threshold=Global2026.06 | 10.21 | |
| SVM-Linear (SGD)r=3.0, selection_strategy=Prototypical, threshold=Global2026.06 | 10.86 | |
| SVM-RBFr=5.0, selection_strategy=Prototypical, threshold=Global2026.06 | 11.11 | |
| SVM-RBFr=3.0, selection_strategy=Standard, threshold=Global2026.06 | 11.27 | |
| SVM-Linear (SGD)r=3.0, selection_strategy=Standard, threshold=Global2026.06 | 11.32 | |
| SVM-Linear (SGD)r=2.0, selection_strategy=Prototypical, threshold=Global2026.06 | 11.85 | |
| SVM-RBFr=3.0, selection_strategy=Prototypical, threshold=Global2026.06 | 12.1 | |
| SVM-Linear (SGD)r=2.0, selection_strategy=Standard, threshold=Global2026.06 | 12.67 | |
| SVM-RBFr=2.0, selection_strategy=Standard, threshold=Global2026.06 | 12.82 | |
| SVM-RBFr=2.0, selection_strategy=Prototypical, threshold=Global2026.06 | 13.46 | |
| SVM-Linear (SGD)r=1.0, selection_strategy=Prototypical, threshold=Global2026.06 | 14.79 | |
| SVM-Linear (SGD)r=1.0, selection_strategy=Standard, threshold=Global2026.06 | 15.17 | |
| SVM-RBFr=1.0, selection_strategy=Standard, threshold=Global2026.06 | 15.45 | |
| SVM-RBFr=1.0, selection_strategy=Prototypical, threshold=Global2026.06 | 15.95 |