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 13511400 of 2329 papers

TitleStatusHype
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities0
Unveiling the frontiers of deep learning: innovations shaping diverse domains0
Using a GAN to Generate Adversarial Examples to Facial Image Recognition0
Using Human-like Mechanism to Weaken Effect of Pre-training Weight Bias in Face-Recognition Convolutional Neural Network0
UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition0
Validation and generalization of pixel-wise relevance in convolutional neural networks trained for face classification0
Variational Prototype Learning for Deep Face Recognition0
Variational Self-Supervised Contrastive Learning Using Beta Divergence0
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition0
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors0
Vec2Face: Unveil Human Faces from their Blackbox Features in Face Recognition0
Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition0
Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-Resolution Network0
Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations0
Vesselness features and the inverse compositional AAM for robust face recognition using thermal IR0
Video Face Matching using Subset Selection and Clustering of Probabilistic Multi-Region Histograms0
Video Face Recognition: Component-wise Feature Aggregation Network (C-FAN)0
View-tolerant face recognition and Hebbian learning imply mirror-symmetric neural tuning to head orientation0
VIPLFaceNet: An Open Source Deep Face Recognition SDK0
VirFace: Enhancing Face Recognition via Unlabeled Shallow Data0
Visual Diver Face Recognition for Underwater Human-Robot Interaction0
Visual Psychophysics for Making Face Recognition Algorithms More Explainable0
VoxAtnNet: A 3D Point Clouds Convolutional Neural Network for Generalizable Face Presentation Attack Detection0
Vulnerability of 3D Face Recognition Systems to Morphing Attacks0
Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes0
Vulnerability of Face Morphing Attacks: A Case Study on Lookalike and Identical Twins0
Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack0
Vulnerability of Face Recognition to Deep Morphing0
Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition0
Watchlist Challenge: 3rd Open-set Face Detection and Identification0
Weak error analysis for stochastic gradient descent optimization algorithms0
WebCaricature: a benchmark for caricature recognition0
WebFace260M: A Benchmark for Million-Scale Deep Face Recognition0
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition0
Web-Scale Training for Face Identification0
Weighted Attribute Fusion Model for Face Recognition0
WEM-GAN: Wavelet transform based facial expression manipulation0
What Face and Body Shapes Can Tell About Height0
When 3D-Aided 2D Face Recognition Meets Deep Learning: An extended UR2D for Pose-Invariant Face Recognition0
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and A New Benchmark0
When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition0
Where Is My Puppy? Retrieving Lost Dogs by Facial Features0
Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders0
Why The Brain Separates Face Recognition From Object Recognition0
Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks0
Wikipedia for Smart Machines and Double Deep Machine Learning0
Wildest Faces: Face Detection and Recognition in Violent Settings0
Will your Doorbell Camera still recognize you as you grow old0
Wireless Network Intelligence at the Edge0
Worst-Case Morphs using Wasserstein ALI and Improved MIPGAN0
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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