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Benchmarks
Model Ownership Verification on CIFAR-100
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95.8
FT (False Trigger Rate)
AKH
95.7
96.375
97.05
97.725
Mar 26, 2026
FT (False Trigger Rate)
PR (Perturbation Robustness)
KD
AT (Attack Tolerance)
PFT
NFT
Updated 22d ago
Evaluation Results
Method
Method
Links
FT (False Trigger Rate)
PR (Perturbation Robustness)
KD
AT (Attack Tolerance)
PFT
NFT
AKH
Backbone=MobileNet-V2
2026.03
95.8
97.9
78.3
65.6
95.1
92.3
ADV-TRA
Backbone=MobileNet-V2
2026.03
96.3
98.1
70.1
63.2
88.5
93.2
UAP
Backbone=MobileNet-V2
2026.03
97.9
98.7
77.4
72.3
90.4
92.9
IPGuard
Backbone=MobileNet-V2
2026.03
98.1
98.3
74.1
20.8
98.2
98.2
IrisFP
Backbone=MobileNet-V2
2026.03
98.3
99.1
81.1
88.6
98.3
98.3
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