SOTAVerified

Face Recognition

Facial Recognition is the task of making a positive identification of a face in a photo or video image against a pre-existing database of faces. It begins with detection - distinguishing human faces from other objects in the image - and then works on identification of those detected faces.

The state of the art tables for this task are contained mainly in the consistent parts of the task : the face verification and face identification tasks.

( Image credit: Face Verification )

Papers

Showing 651700 of 2329 papers

TitleStatusHype
A Multi-Face Challenging Dataset for Robust Face Recognition0
Digital and Physical Face Attacks: Reviewing and One Step Further0
Discerning the Chaos: Detecting Adversarial Perturbations while Disentangling Intentional from Unintentional Noises0
DiscFace: Minimum Discrepancy Learning for Deep Face Recognition0
Design of a Mobile Face Recognition System for Visually Impaired Persons0
Design and implementation of image processing system for Lumen social robot-humanoid as an exhibition guide for Electrical Engineering Days 20150
Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets0
Discriminant Patch Representation for RGB-D Face Recognition Using Convolutional Neural Networks0
Automatic annotation of visual deep neural networks0
Discriminative Covariance Oriented Representation Learning for Face Recognition With Image Sets0
Discriminative Deep Feature Visualization for Explainable Face Recognition0
Discriminative extended canonical correlation analysis for pattern set matching0
Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation0
Discriminative k-means clustering0
Discriminative Local Sparse Representations for Robust Face Recognition0
Discriminatively Learned Convex Models for Set Based Face Recognition0
Discriminative Principal Component Analysis: A REVERSE THINKING0
Discriminative training for Convolved Multiple-Output Gaussian processes0
Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation0
Disentangled Representation for Age-Invariant Face Recognition: A Mutual Information Minimization Perspective0
Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition0
Disentangled Representation with Dual-stage Feature Learning for Face Anti-spoofing0
Disentangled Variational Representation for Heterogeneous Face Recognition0
Disentanglement for Discriminative Visual Recognition0
Automatically Building Face Datasets of New Domains from Weakly Labeled Data with Pretrained Models0
Disentangling Identity and Pose for Facial Expression Recognition0
Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation0
Distill and De-bias: Mitigating Bias in Face Verification using Knowledge Distillation0
Amora: Black-box Adversarial Morphing Attack0
Distilling Generative-Discriminative Representations for Very Low-Resolution Face Recognition0
Distinction between features extracted using deep belief networks0
Distributed Low-rank Subspace Segmentation0
A Bidirectional Conversion Network for Cross-Spectral Face Recognition0
Distributional Estimation of Data Uncertainty for Surveillance Face Anti-spoofing0
Dependency-aware Attention Control for Unconstrained Face Recognition with Image Sets0
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond0
Dense 3D Face Correspondence0
Diversity in Faces0
Automated Visual Attention Detection using Mobile Eye Tracking in Behavioral Classroom Studies0
Diving into Optimization of Topology in Neural Networks0
Demographic Fairness in Face Identification: The Watchlist Imbalance Effect0
Dodging Attack Using Carefully Crafted Natural Makeup0
Does Face Recognition Accuracy Get Better With Age? Deep Face Matchers Say No0
Does Face Recognition Error Echo Gender Classification Error?0
Bi-Shifting Auto-Encoder for Unsupervised Domain Adaptation0
Does lossy image compression affect racial bias within face recognition?0
Does Melania Trump have a body double from the perspective of automatic face recognition?0
BiTrackGAN: Cascaded CycleGANs to Constraint Face Aging0
A Deep Image Compression Framework for Face Recognition0
Impact of Blur and Resolution on Demographic Disparities in 1-to-Many Facial Identification0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PIC - ArcFaceFNMR [%] @ 10-3 FMR4.38Unverified
2GhostFaceNetV2-1 (MS1MV3)Accuracy1Unverified
3SymFace + AdaFace + ResNet100 +WebFace (MS1MV2)Accuracy1Unverified
4ProdpolyAccuracy1Unverified
5DiscFaceAccuracy1Unverified
6ArcFace + MS1MV2 + R100Accuracy1Unverified
7DCQAccuracy1Unverified
8AdaFace + WebFace4M + R100Accuracy1Unverified
9EdgeFace - S (g=0.5)Accuracy1Unverified
10EdgeFace - XS (g=0.6)Accuracy1Unverified
#ModelMetricClaimedVerifiedStatus
1GhostFaceNetV2-1Accuracy0.99Unverified
2SymFace + AdaFace + ResNet100 +WebFaceAccuracy0.99Unverified
3ElasticFace-ArcAccuracy0.99Unverified
4DiscFaceAccuracy0.99Unverified
5CircleLoss(ours)Accuracy0.96Unverified
6EdgeFace - S (g=0.5)Accuracy0.96Unverified
7DCQAccuracy0.93Unverified
#ModelMetricClaimedVerifiedStatus
1Fine-tuned ArcFaceAccuracy91.47Unverified
2Fine-tuned FaceNetAccuracy88.06Unverified
3ArcFaceAccuracy87.95Unverified
4Fine-tuned VGG-FaceAccuracy86.85Unverified
5FaceNetAccuracy84.21Unverified
6VGG-FaceAccuracy79.65Unverified
#ModelMetricClaimedVerifiedStatus
1Fine-tuned ArcFaceAccuracy95.43Unverified
2Fine-tuned FaceNetAccuracy93.58Unverified
3ArcFaceAccuracy91.78Unverified
4Fine-tuned VGG-FaceAccuracy91.51Unverified
5FaceNetAccuracy90.96Unverified
6VGG-FaceAccuracy84.56Unverified
#ModelMetricClaimedVerifiedStatus
1MS1MV2, R100, SFaceAccuracy91.57Unverified
2MS1MV2, R100, ArcfaceAccuracy90.57Unverified
3MS1MV2, R100, CurricularfaceAccuracy90.43Unverified
4VGGFace2, R50, ArcFaceAccuracy85.95Unverified
5CASIA-WebFace, R50, CosFaceAccuracy82.52Unverified
6Private-Asia, R50, ArcFaceAccuracy77.2Unverified
#ModelMetricClaimedVerifiedStatus
1ProdpolyAccuracy0.98Unverified
2ElasticFace-CosAccuracy0.98Unverified
3Transformer loss+ArcFace ResNet100Accuracy0.98Unverified
4DCQAccuracy0.98Unverified
#ModelMetricClaimedVerifiedStatus
1VGG based5-class test accuracy99.2Unverified
2PIC - ArcFaceFNMR [%] @ 10-3 FMR4.22Unverified
3PIC - MagFaceFNMR [%] @ 10-3 FMR3.92Unverified
4PIC - QMagFaceFNMR [%] @ 10-3 FMR3.24Unverified
#ModelMetricClaimedVerifiedStatus
1ElasticFace-CosTAR @ FAR=0.00010.95Unverified
2ArcFace+CSFMRank-10.95Unverified
3ArcFace + MS1MV2 + R100Rank-10.95Unverified
4AdaFace + MS1MV3 + R100TAR @ FAR=0.00010.94Unverified
#ModelMetricClaimedVerifiedStatus
1ProdpolyAccuracy0.96Unverified
2ElasticFace-ArcAccuracy0.96Unverified
3GhostFaceNetV2-1Accuracy0.96Unverified
#ModelMetricClaimedVerifiedStatus
1PIC - ArcFaceFNMR [%] @ 10-3 FMR10.1Unverified
2PIC - QMagFaceFNMR [%] @ 10-3 FMR9.78Unverified
3PIC - MagFaceFNMR [%] @ 10-3 FMR9.75Unverified
#ModelMetricClaimedVerifiedStatus
1ArcFace + PPLTAR@FAR=0.000178.8Unverified
2MaskInv-HGTAR@FAR=0.000178.36Unverified
3FocusFaceTAR@FAR=0.000177.77Unverified
#ModelMetricClaimedVerifiedStatus
1AdaFace+PPLTAR@FAR=0.000184.27Unverified
2MaskInv-HGTAR@FAR=0.000183.82Unverified
3FocusFaceTAR@FAR=0.000183.4Unverified
#ModelMetricClaimedVerifiedStatus
1PIC - MagFaceFNMR [%] @ 10-3 FMR0.96Unverified
2PIC - QMagFaceFNMR [%] @ 10-3 FMR0.96Unverified
3PIC - ArcFaceFNMR [%] @ 10-3 FMR0.05Unverified
#ModelMetricClaimedVerifiedStatus
1FaceNet+Adaptive ThresholdAverage Accuracy (10 times)84.3Unverified
2FaceNet+Fixed Threshold (0.2487)Average Accuracy (10 times)80.6Unverified
#ModelMetricClaimedVerifiedStatus
1Model with Up Convolution + DoG Filter (Aligned)Rank-185Unverified
2DPMRank-171Unverified
#ModelMetricClaimedVerifiedStatus
1FaceNet+Adaptive ThresholdAverage Accuracy (10 times)83.79Unverified
2FaceNet+Fixed Threshold (0.3968)Average Accuracy (10 times)80.72Unverified
#ModelMetricClaimedVerifiedStatus
1GhostFaceNetV2-1Accuracy0.95Unverified
2ElasticFace-ArcAccuracy0.93Unverified
#ModelMetricClaimedVerifiedStatus
1FaceNet+Adaptive ThresholdAverage Accuracy (10 times)76.46Unverified
2FaceNet+Fixed Threshold (0.3779)Average Accuracy (10 times)53.97Unverified
#ModelMetricClaimedVerifiedStatus
1Wang et al. [5]Rank-194.5Unverified
2Multi-taskRank-184.32Unverified
#ModelMetricClaimedVerifiedStatus
1Model with Up Convolution + DoG FilterRank-187.2Unverified
2DPMRank-183.73Unverified
#ModelMetricClaimedVerifiedStatus
1MCNTAR @ FAR=0.010.54Unverified
#ModelMetricClaimedVerifiedStatus
1GhostFaceNetV2-1Accuracy99.91Unverified
#ModelMetricClaimedVerifiedStatus
1Model with Up Convolution + DoG FilterRank-188.33Unverified
#ModelMetricClaimedVerifiedStatus
1Partial FCMFR-ALL97.85Unverified
#ModelMetricClaimedVerifiedStatus
1FaceTransformer+OctupletLossAccuracy0.95Unverified