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ResearchFormerly WizWand

Model Inversion on Celeb-A

0.203LPIPSKEDMI
0.191040.271770.35250.43323Oct 29, 2025
Updated 4mo ago

Evaluation results

MethodLinks
KEDMIProtection scheme=Unprotected, Evaluation protocol=Closed-set2025.100.203
PIPEProtection scheme=Facial-FE E8, Evaluation protocol=Open-set2025.100.205
PIPEProtection scheme=Unprotected, Evaluation protocol=Open-set2025.100.21
PIPEProtection scheme=Facial-FE Leech, Evaluation protocol=Open-set2025.100.212
PIPEProtection scheme=Facial-FE Leech Rand, Evaluation protocol=Open-set2025.100.212
KEDMIProtection scheme=Facial-FE E8, Evaluation protocol=Closed-set2025.100.212
KEDMIProtection scheme=Snapper-FE, Evaluation protocol=Closed-set2025.100.221
KEDMIProtection scheme=Facial-FE Leech, Evaluation protocol=Closed-set2025.100.224
PIPEProtection scheme=Snapper-FE, Evaluation protocol=Open-set2025.100.232
GMIProtection scheme=Facial-FE E8, Evaluation protocol=Closed-set2025.100.245
GMIProtection scheme=Unprotected, Evaluation protocol=Closed-set2025.100.248
KEDMIProtection scheme=Facial-FE Leech Rand, Evaluation protocol=Closed-set2025.100.25
GMIProtection scheme=Facial-FE Leech, Evaluation protocol=Closed-set2025.100.251
GMIProtection scheme=Facial-FE Leech Rand, Evaluation protocol=Closed-set2025.100.26
BobProtection scheme=Unprotected, Evaluation protocol=Open-set2025.100.285
BobProtection scheme=Facial-FE Leech, Evaluation protocol=Open-set2025.100.287
BobProtection scheme=Facial-FE Leech Rand, Evaluation protocol=Open-set2025.100.288
BobProtection scheme=Facial-FE E8, Evaluation protocol=Open-set2025.100.29
GMIProtection scheme=Snapper-FE, Evaluation protocol=Closed-set2025.100.342
BobProtection scheme=Snapper-FE, Evaluation protocol=Open-set2025.100.502