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 401450 of 2329 papers

TitleStatusHype
An Improved Real-Time Face Recognition System at Low Resolution Based on Local Binary Pattern Histogram Algorithm and CLAHE0
A New Method in Facial Registration in Clinics Based on Structure Light Images0
Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition0
Class Attendance System in Education with Deep Learning Method0
Classification of Fused Images using Radial Basis Function Neural Network for Human Face Recognition0
Classification of Polar-Thermal Eigenfaces using Multilayer Perceptron for Human Face Recognition0
Classification with Repulsion Tensors: A Case Study on Face Recognition0
Classifier-to-Generator Attack: Estimation of Training Data Distribution from Classifier0
CLFace: A Scalable and Resource-Efficient Continual Learning Framework for Lifelong Face Recognition0
A Comparative Analysis of the Face Recognition Methods in Video Surveillance Scenarios0
Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation0
CLIPC8: Face liveness detection algorithm based on image-text pairs and contrastive learning0
CLIP Unreasonable Potential in Single-Shot Face Recognition0
Cloud-Based Face and Speech Recognition for Access Control Applications0
CLR-Face: Conditional Latent Refinement for Blind Face Restoration Using Score-Based Diffusion Models0
Cross-spectral Face Completion for NIR-VIS Heterogeneous Face Recognition0
ClusterFace: Joint Clustering and Classification for Set-Based Face Recognition0
CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection0
Coarse-to-fine Face Alignment with Multi-Scale Local Patch Regression0
Collaborative Discriminant Locality Preserving Projections With its Application to Face Recognition0
Collaborative Representation based Classification for Face Recognition0
Collaborative representation-based robust face recognition by discriminative low-rank representation0
Collaborative Representation Classification Ensemble for Face Recognition0
Collaborative Representation for Classification, Sparse or Non-sparse?0
Color Face Recognition using High-Dimension Quaternion-based Adaptive Representation0
DArFace: Deformation Aware Robustness for Low Quality Face Recognition0
Combined Classifiers for Invariant Face Recognition0
Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification0
Combining Keystroke Dynamics and Face Recognition for User Verification0
Combining Visible Light and Infrared Imaging for Efficient Detection of Respiratory Infections such as COVID-19 on Portable Device0
DBLFace: Domain-Based Labels for NIR-VIS Heterogeneous Face Recognition0
Exploring the Interchangeability of CNN Embedding Spaces0
A PCA-Based Convolutional Network0
Comparator Networks0
Can the accuracy bias by facial hairstyle be reduced through balancing the training data?0
Comparing Human and Machine Bias in Face Recognition0
Comparison research on binary relations based on transitive degrees and cluster degrees0
ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset0
Complex Matrix Factorization for Face Recognition0
A POMDP-based Multimodal Interaction System Using a Humanoid Robot0
Compositional Dictionaries for Domain Adaptive Face Recognition0
Compositional Hierarchical Tensor Factorization: Representing Hierarchical Intrinsic and Extrinsic Causal Factors0
Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics0
Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face Recognition0
Computer-assisted Speaker Diarization: How to Evaluate Human Corrections0
CoNAN: Conditional Neural Aggregation Network For Unconstrained Face Feature Fusion0
Concealing the identity of faces in oblique images with adaptive hopping Gaussian mixtures0
Concept Discovery in Deep Neural Networks for Explainable Face Anti-Spoofing0
Conditional Convolutional Neural Network for Modality-Aware Face Recognition0
Can Large Language Models Automatically Jailbreak GPT-4V?0
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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