OpenCodePapers

face-verification-on-ijb-c

3D Face ReconstructionFacial Recognition and ModellingFace Verification
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PaperCodeTAR @ FAR=1e-6TAR @ FAR=1e-5TAR @ FAR=1e-4TAR @ FAR=1e-3TAR @ FAR=1e-2training datasetmodelRank-1Rank-5ModelNameReleaseDate
It's All in the Head: Representation Knowledge Distillation through Classifier Sharing✓ Link90.24%93.73%95.64%MS1M V3MobileFaceNetHeadSharing: SH-KD2022-01-18
It's All in the Head: Representation Knowledge Distillation through Classifier Sharing✓ Link89.82%93.50%95.48%MS1M V3MobileFaceNetHeadSharing: TH-KD2022-01-18
Controllable and Guided Face Synthesis for Unconstrained Face Recognition✓ Link89.34%94.06%95.9%96.3197.48ArcFace+CSFM2022-07-20
Killing Two Birds with One Stone:Efficient and Robust Training of Face Recognition CNNs by Partial FC✓ Link97.23%98.00%WebFace42MViT-LPartial FC2022-03-28
Killing Two Birds with One Stone:Efficient and Robust Training of Face Recognition CNNs by Partial FC✓ Link96.93%97.97%WebFace42MR200PartialFC2022-03-28
ArcFace: Additive Angular Margin Loss for Deep Face Recognition✓ Link96.07%IBUG-500KR100ArcFace2018-01-23
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition✓ Link94.7%Mag+UNPG2022-03-22
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition✓ Link94.47%96.38%97.57MS1MV2R100Cos+UNPG2022-03-22
Rectifying the Data Bias in Knowledge Distillation93.25%95.49%97.05%MS1M V3MobileFaceNetL2E+IS-sampling2021-10-11
MagFace: A Universal Representation for Face Recognition and Quality Assessment✓ Link90.36%95.97%MS1MV2R100MagFace++2021-03-11
Circle Loss: A Unified Perspective of Pair Similarity Optimization✓ Link89.60%93.95%96.29%MS1M CleanedR100circle loss2020-02-25
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition97.7%WebFace42MR100WebFace42M baseline2021-03-06
AdaFace: Quality Adaptive Margin for Face Recognition✓ Link97.39%AdaFace (WebFace4M)2022-04-03
An Efficient Training Approach for Very Large Scale Face Recognition✓ Link97.31%WebFace42MR100FFC2021-05-21
Cluster and Aggregate: Face Recognition with Large Probe Set✓ Link97.3%98.08CAFace+AdaFace (WebFace4M)2022-10-19
AdaFace: Quality Adaptive Margin for Face Recognition✓ Link97.09%AdaFace (MS1MV3)2022-04-03
AdaFace: Quality Adaptive Margin for Face Recognition✓ Link96.89%AdaFace (MS1MV2)2022-04-03
ElasticFace: Elastic Margin Loss for Deep Face Recognition✓ Link96.57%MS1M V2R100ElasticFace-Cos2021-09-20
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition✓ Link96.33%97.51Arc+UNPG2022-03-22
QMagFace: Simple and Accurate Quality-Aware Face Recognition✓ Link96.19%97.6298.51QMagFace2021-11-26
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition✓ Link96.1%CurricularFace 2020-04-01
Probabilistic Face Embeddings✓ Link95.49%97.17%MS1M V2SphereFace64PFEfuse + match2019-04-21
VGGFace2: A dataset for recognising faces across pose and age✓ Link92.7%96.7%Vggface2R50VGGFace2_ft2017-10-23
Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition✓ Link93.5%AIM2018-09-02
Multicolumn Networks for Face Recognition✓ Link92.70%MN-vc2018-07-24
FaceNet: A Unified Embedding for Face Recognition and Clustering✓ Link66.5%FaceNet2015-03-12
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