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Models/VGG-Face model features + cosine similarity metric

VGG-Face model features + cosine similarity metric

Reported on 12 benchmarks across 6 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision6 results

Face VerificationonDisguised Faces in the Wild
GAR @0.1% FAR· 2018-11-21
17.73
best: 23.25 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837
Face VerificationonDisguised Faces in the Wild
GAR @1% FAR· 2018-11-21
33.76
best: 60.89 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837
Face ReconstructiononDisguised Faces in the Wild
GAR @0.1% FAR· 2018-11-21
17.73
best: 23.25 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837
Face ReconstructiononDisguised Faces in the Wild
GAR @1% FAR· 2018-11-21
33.76
best: 60.89 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837
3D Face ReconstructiononDisguised Faces in the Wild
GAR @0.1% FAR· 2018-11-21
17.73
best: 23.25 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837
3D Face ReconstructiononDisguised Faces in the Wild
GAR @1% FAR· 2018-11-21
33.76
best: 60.89 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837

Music2 results

Facial Recognition and ModellingonDisguised Faces in the Wild
GAR @0.1% FAR· 2018-11-21
17.73
best: 23.25 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837
Facial Recognition and ModellingonDisguised Faces in the Wild
GAR @1% FAR· 2018-11-21
33.76
best: 60.89 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837

Methodology2 results

3DonDisguised Faces in the Wild
GAR @0.1% FAR· 2018-11-21
17.73
best: 23.25 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837
3DonDisguised Faces in the Wild
GAR @1% FAR· 2018-11-21
33.76
best: 60.89 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837

Medical2 results

3D Face ModellingonDisguised Faces in the Wild
GAR @0.1% FAR· 2018-11-21
17.73
best: 23.25 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837
3D Face ModellingonDisguised Faces in the Wild
GAR @1% FAR· 2018-11-21
33.76
best: 60.89 (DisguiseNet)
Recognizing Disguised Faces in the Wild arXiv:1811.08837