OpenCodePapers

face-verification-on-megaface

3D Face ReconstructionFacial Recognition and ModellingFace Verification
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PaperCodeAccuracyModelNameReleaseDate
Deep Polynomial Neural Networks✓ Link98.95%Prodpoly2020-06-20
ElasticFace: Elastic Margin Loss for Deep Face Recognition✓ Link98.81%ElasticFace-Arc2021-09-20
GhostFaceNets: Lightweight Face Recognition Model From Cheap Operations✓ Link98.72%GhostFaceNetV2-12023-04-10
ArcFace: Additive Angular Margin Loss for Deep Face Recognition✓ Link98.48%ArcFace + MS1MV2 + R100 + R2018-01-23
DiscFace: Minimum Discrepancy Learning for Deep Face Recognition97.44%DiscFace2020-11-30
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations✓ Link97.41%Dynamic AdaCos2019-05-01
Support Vector Guided Softmax Loss for Face Recognition✓ Link97.38%SV-AM-Softmax2018-12-29
CosFace: Large Margin Cosine Loss for Deep Face Recognition✓ Link96.65%CosFace2018-01-29
Probabilistic Face Embeddings✓ Link92.51%PFEfuse + match2019-04-21
SphereFace: Deep Hypersphere Embedding for Face Recognition✓ Link89.142%SphereFace (3-patch ensemble)2017-04-26
SphereFace: Deep Hypersphere Embedding for Face Recognition✓ Link85.561%SphereFace (single model)2017-04-26
A Light CNN for Deep Face Representation with Noisy Labels✓ Link85.133%Light CNN-292015-11-09
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