OpenCodePapers

face-verification-on-youtube-faces-db

Facial Recognition and ModellingFace Verification
Results over time
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PaperCodeAccuracyModelNameReleaseDate
SeqFace: Make full use of sequence information for face recognition✓ Link98.12%SeqFace, 1 ResNet-642018-03-17
ArcFace: Additive Angular Margin Loss for Deep Face Recognition✓ Link98.02%ArcFace + MS1MV2 + R100,2018-01-23
CosFace: Large Margin Cosine Loss for Deep Face Recognition✓ Link97.6%CosFace2018-01-29
Deep Face Recognition✓ Link97.40%VGG-Face2015-01-01
Probabilistic Face Embeddings✓ Link97.36%PFEfuse+match2019-04-21
Quality Aware Network for Set to Set Recognition✓ Link96.17%QAN2017-04-11
A Light CNN for Deep Face Representation with Noisy Labels✓ Link95.54%Light CNN-292015-11-09
Git Loss for Deep Face Recognition✓ Link95.30%Git Loss2018-07-23
FaceNet: A Unified Embedding for Face Recognition and Clustering✓ Link95.12%FaceNet2015-03-12
SphereFace: Deep Hypersphere Embedding for Face Recognition✓ Link95.0%SphereFace2017-04-26
Deeply learned face representations are sparse, selective, and robust✓ Link93.2%DeepId2+2014-12-03
Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network✓ Link88.80%3DMM face shape parameters + CNN2016-12-15
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