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VGGFace2

Benchmarks

Task NameDataset NameSOTA ResultTrend
Untargeted identity retrieval attackVGGFace2 a dslr portrait of sks person prompt
R1-U93.98
25
Personalized Image GenerationVGGFace2 512x512 (test)
FSR81
14
Identity RemovalVGGFace2 (test)
FDFR0
14
Image ClassificationVggface2 (Df)
Accuracy0.9857
14
Image ClassificationVggface2
Accuracy100
14
Object RecognitionVGGFace2 (test)
Original For.100
12
Face Identity UnlearningVGGFace2
Original Forgetting63
12
Image PurificationVGGFace2 AdvDM (test)
IMS0.29
12
Image PurificationVGGFace2 MetaCloak (test)
IMS0.38
12
Image PurificationVGGFace2 EASPL (test)
IMS0.09
12
Image PurificationVGGFace2 FSMG (test)
IMS0.23
12
Face RecognitionVGGFace2 (train)
Accuracy (Trained RM)100
12
Anti-personalizationVGGFace2 Prompt Mismatching (test)
FDFR18.6
9
Anti-personalizationVGGFace2 Prompt Matching (test)
FDFR0.771
9
Continual UnlearningVGGFace2 Phase 3
Accuracy (D_tr)96.67
8
Continual UnlearningVGGFace2 Phase 2
Accuracy ($D_{tr}$)96.81
8
Continual UnlearningVGGFace2 Phase 1
Accuracy (D_tr)96.66
8
Face RetrievalVGGFace2
mAP89.1
8
Adversarial Poisoning ProtectionVGGFace2 (test)
SDS0.967
8
Face Image Super-resolutionVggFace2
PSNR (dB)25.57
8
Face CompletionVGGFace2 (test)
PSNR27.81
8
Image Quality AssessmentVGGFace2 HQ
LPIPS0.1688
7
Face AnonymizationVggface2 top
Attribute Accuracy75.6
6
Image GenerationVGGFace2
FID19.05
6
Identity ErasureVGGFace2
Sim-ID0.652
5
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