Model Fingerprinting Robustness on MNIST benchmark leaderboard · SOTA2 Research

Model Fingerprinting Robustness on MNIST

1AUC (Pruning)AnaFP

Evaluation Results

Method	Links
AnaFP2026.03		1	1	0.792	0.987	1	0.999	0.788
UAP2026.03		0.981	0.969	0.635	0.931	0.968	0.976	0.61
GMFIP2026.03		0.978	0.971	0.696	0.914	0.945	0.873	0.651
ADV-TRA2026.03		0.971	0.964	0.596	0.907	0.922	0.953	0.602
IPGuard2026.03		0.924	0.983	0.535	0.902	0.938	0.922	0.517
AKH2026.03		0.849	0.87	0.765	0.897	0.864	0.777	0.759
MarginFinger2026.03		0.708	0.75	0.572	0.762	0.759	0.586	0.57