ResearchBenchmarksModel Ownership Verification on MNISTModel Ownership Verification on MNISTFollow98.3Fidelity (FT)IrisFP67.82875.73983.6591.561Mar 26, 2026Evaluation resultsMethodMethodLinksFidelity (FT)Precision/Recall (PR)Knowledge Distillation Score (KD)Attack Tolerance (AT)Potential Fidelity Test (PFT)Negative Fidelity Test (NFT)IrisFPBackbone=MobileNet-V2Backbone=MobileNet-V22026.0398.39668.357.798.198.1AKHBackbone=MobileNet-V2Backbone=MobileNet-V22026.0387.192.156.95488.583.6ADV-TRABackbone=MobileNet-V2Backbone=MobileNet-V22026.0382.189.664.255.763.470.3UAPBackbone=MobileNet-V2Backbone=MobileNet-V22026.0376.79166.854.467.269.3IPGuardBackbone=MobileNet-V2Backbone=MobileNet-V22026.03697165.65653.575.7