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 19512000 of 2329 papers

TitleStatusHype
Quadruplet Loss For Improving the Robustness to Face Morphing Attacks0
Quality-Aware Prototype Memory for Face Representation Learning0
Quality-based Multimodal Classification Using Tree-Structured Sparsity0
Quantifying the Extent to Which Race and Gender Features Determine Identity in Commercial Face Recognition Algorithms0
Quasi Non-Negative Quaternion Matrix Factorization with Application to Color Face Recognition0
Query-Free Attacks on Industry-Grade Face Recognition Systems under Resource Constraints0
Quotient Based Multiresolution Image Fusion of Thermal and Visual Images Using Daubechies Wavelet Transform for Human Face Recognition0
Quo Vadis RankList-based System in Face Recognition?0
R3 Adversarial Network for Cross Model Face Recognition0
Racial Bias within Face Recognition: A Survey0
Racial Faces in the Wild: Reducing Racial Bias by Information Maximization Adaptation Network0
RADAP: A Robust and Adaptive Defense Against Diverse Adversarial Patches on Face Recognition0
Radial Distortion in Face Images: Detection and Impact0
RAD: On-line Anomaly Detection for Highly Unreliable Data0
RAF: Recursive Adversarial Attacks on Face Recognition Using Extremely Limited Queries0
Random Projections on Manifolds of Symmetric Positive Definite Matrices for Image Classification0
Random Subspace Two-dimensional LDA for Face Recognition0
Range Loss for Deep Face Recognition With Long-Tailed Training Data0
Rapid Face Mask Detection and Person Identification Model based on Deep Neural Networks0
RDCFace: Radial Distortion Correction for Face Recognition0
Real Masks and Spoof Faces: On the Masked Face Presentation Attack Detection0
Real-Time Face Recognition System0
Real-Time Face Recognition System for Remote Employee Tracking0
Real time face recognition using adaboost improved fast PCA algorithm0
Real-Time Human-Computer Interaction Based on Face and Hand Gesture Recognition0
Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network0
Fisher Discriminative Least Squares Regression for Image ClassificationCode0
FoggySight: A Scheme for Facial Lookup PrivacyCode0
An Embarrassingly Simple Approach for Knowledge DistillationCode0
Deep Face Forgery DetectionCode0
FoxNet: A Multi-face Alignment MethodCode0
Local Sliced-Wasserstein Feature Sets for Illumination-invariant Face RecognitionCode0
Enhancing Robustness of On-line Learning Models on Highly Noisy DataCode0
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face RecognitionCode0
FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic DataCode0
Optimization-Based Improvement of Face Image Quality Assessment TechniquesCode0
Longitudinal Study of Child Face RecognitionCode0
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel ApproachCode0
Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition SystemsCode0
VisioPhysioENet: Multimodal Engagement Detection using Visual and Physiological SignalsCode0
Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face RecognitionCode0
Fast L1-Minimization Algorithms For Robust Face RecognitionCode0
A Comprehensive Survey on Pose-Invariant Face RecognitionCode0
A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofingCode0
Loss Balancing for Fair Supervised LearningCode0
Efficient Realistic Data Generation Framework leveraging Deep Learning-based Human DigitizationCode0
Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance ViewCode0
Fusion-based Few-Shot Morphing Attack Detection and FingerprintingCode0
Additive Adversarial Learning for Unbiased AuthenticationCode0
Low cost enhanced security face recognition with stereo camerasCode0
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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 - QMagFaceFNMR [%] @ 10-3 FMR0.96Unverified
2PIC - MagFaceFNMR [%] @ 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