VGGFace2
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Untargeted identity retrieval attack | VGGFace2 a dslr portrait of sks person prompt | R1-U93.98 | 25 | |
| Personalized Image Generation | VGGFace2 512x512 (test) | FSR81 | 14 | |
| Identity Removal | VGGFace2 (test) | FDFR0 | 14 | |
| Image Classification | Vggface2 (Df) | Accuracy0.9857 | 14 | |
| Image Classification | Vggface2 | Accuracy100 | 14 | |
| Image Purification | VGGFace2 AdvDM (test) | IMS0.29 | 12 | |
| Image Purification | VGGFace2 MetaCloak (test) | IMS0.38 | 12 | |
| Image Purification | VGGFace2 EASPL (test) | IMS0.09 | 12 | |
| Image Purification | VGGFace2 FSMG (test) | IMS0.23 | 12 | |
| Face Recognition | VGGFace2 (train) | Accuracy (Trained RM)100 | 12 | |
| Face Retrieval | VGGFace2 | mAP89.1 | 8 | |
| Adversarial Poisoning Protection | VGGFace2 (test) | SDS0.967 | 8 | |
| Face Image Super-resolution | VggFace2 | PSNR (dB)25.57 | 8 | |
| Face Completion | VGGFace2 (test) | PSNR27.81 | 8 | |
| Image Quality Assessment | VGGFace2 HQ | LPIPS0.1688 | 7 | |
| Face Anonymization | Vggface2 top | Attribute Accuracy75.6 | 6 | |
| Image Generation | VGGFace2 | FID19.05 | 6 | |
| Face Recognition | VGGFace2 | Accuracy89.6 | 4 | |
| Face Verification | VGGFace2 | TMR @ FMR 1e-30.68 | 3 | |
| Face Verification | VGGFace2 (subset) | EER (%)8.61 | 1 | |
| Biometric Similarity Analysis | VGGFace2 36 identities | Metric- | 0 | |
| Biometric Similarity Analysis | VGGFace2 8,515 identities | Metric- | 0 |
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