Face Anonymization on CelebA-HQ
1.78FID (ImageNet)CIAGAN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CIAGANYear=2020, Inference time=0.082026.03 | 1.78 | 34 | 95.25 | 0.1796 | 0.2172 | 0.0791 | |
| OurYear=2025, Inference time=0.122026.03 | 10.54 | 8.27 | 98.04 | 0.2125 | 0.2184 | 0.0334 | |
| DeepPrivacy2Year=2022, Inference time=0.282026.03 | 15.08 | 11.69 | 95.84 | 0.1738 | 0.2063 | 0.0946 | |
| G2FaceYear=2024, Inference time=0.032026.03 | 16.32 | 5.77 | 98.38 | 0.143 | 0.1916 | 0.0276 | |
| FALCOYear=2023, Inference time=0.092026.03 | 26.59 | 14.46 | 99.74 | 0.4822 | 0.4996 | 0.0598 | |
| AIDProYear=2025, Inference time=0.022026.03 | 26.63 | 14.48 | 98.79 | 0.1532 | 0.214 | 0.05 | |
| DeepPrivacyYear=2019, Inference time=0.122026.03 | 32.5 | 21.1 | 97.24 | 0.1917 | 0.217 | 0.052 | |
| RiDDLEYear=2023, Inference time=0.032026.03 | 52.79 | 33.63 | 99.86 | 0.0326 | 0.0941 | 0.0446 | |
| AnonyGANYear=2022, Inference time=0.102026.03 | 60.23 | 19.34 | 96.79 | 0.3892 | 0.3768 | 0.0339 |