SOTAVerified

Gaze Estimation

Gaze Estimation is a task to predict where a person is looking at given the person’s full face. The task contains two directions: 3-D gaze vector and 2-D gaze position estimation. 3-D gaze vector estimation is to predict the gaze vector, which is usually used in the automotive safety. 2-D gaze position estimation is to predict the horizontal and vertical coordinates on a 2-D screen, which allows utilizing gaze point to control a cursor for human-machine interaction.

Source: A Generalized and Robust Method Towards Practical Gaze Estimation on Smart Phone

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 248 papers

TitleStatusHype
EM-Net: Gaze Estimation with Expectation Maximization Algorithm—0
Lightweight Gaze Estimation Model Via Fusion Global Information—0
Multi-task Gaze Estimation Via Unidirectional Convolution—0
GazeGaussian: High-Fidelity Gaze Redirection with 3D Gaussian Splatting—0
LG-Gaze: Learning Geometry-aware Continuous Prompts for Language-Guided Gaze Estimation—0
GazeGen: Gaze-Driven User Interaction for Visual Content Generation—0
Agent-Guided Gaze Estimation Network by Two-Eye Asymmetry ExplorationCode0
Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images—0
Upper-Body Pose-based Gaze Estimation for Privacy-Preserving 3D Gaze Target DetectionCode0
Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors—0
GAZEploit: Remote Keystroke Inference Attack by Gaze Estimation from Avatar Views in VR/MR Devices—0
Cross-Dataset Gaze Estimation by Evidential Inter-intra Fusion—0
Merging Multiple Datasets for Improved Appearance-Based Gaze EstimationCode0
CondSeg: Ellipse Estimation of Pupil and Iris via Conditioned Segmentation—0
Causal Representation-Based Domain Generalization on Gaze Estimation—0
GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest RadiographCode0
PrivateGaze: Preserving User Privacy in Black-box Mobile Gaze Tracking ServicesCode0
Learning Unsupervised Gaze Representation via Eye Mask Driven Information Bottleneck—0
3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments—0
Nymeria: A Massive Collection of Multimodal Egocentric Daily Motion in the Wild—0
ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation—0
Learning Gaze-aware Compositional GANCode0
Improving Domain Generalization on Gaze Estimation via Branch-out Auxiliary Regularization—0
Spatio-Temporal Attention and Gaussian Processes for Personalized Video Gaze EstimationCode1
Modeling State Shifting via Local-Global Distillation for Event-Frame Gaze TrackingCode1
Show:102550
← PrevPage 2 of 10Next →
All datasetsMPII GazeGaze360EYEDIAP (floating target)EYEDIAP (screen target)GazeCaptureETH-XGazeEYEDIAPMPIIGazeMPSGazeRT-GENEUT Multi-view

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RT-GENE single modelAngular Error4.8—Unverified
2RT-GENE 2 model ensembleAngular Error4.6—Unverified
3RT-GENE 4 model ensembleAngular Error4.3—Unverified
4L2CSAngular Error3.92—Unverified
5AGE-NetAngular Error3.64—Unverified
6FAZEAngular Error3.14—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet-18Angular Error13.5—Unverified
2ResNet-18Angular Error12.94—Unverified
3L2CSAngular Error10.41—Unverified
4MCGazeAngular Error10.02—Unverified
#ModelMetricClaimedVerifiedStatus
1RecurrentGaze (Static)Angular Error5.43—Unverified
2RecurrentGaze (Temporal)Angular Error5.19—Unverified
#ModelMetricClaimedVerifiedStatus
1RecurrentGaze (Temporal)Angular Error3.4—Unverified
2RecurrentGaze (Static)Angular Error3.38—Unverified
#ModelMetricClaimedVerifiedStatus
1TinyTrackerEuclidean Mean Error (EME)2.34—Unverified
2Ensemble CalibrationEuclidean Mean Error (EME)1.77—Unverified
#ModelMetricClaimedVerifiedStatus
1ETHXGazeAngular Error4.7—Unverified
#ModelMetricClaimedVerifiedStatus
1AGE-NetMean Angle Error4.78—Unverified
#ModelMetricClaimedVerifiedStatus
1AGE-NetMean Angle Error3.61—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet18Angular Error8.1—Unverified
#ModelMetricClaimedVerifiedStatus
1RT-GENE 4 model ensembleAngular Error7.7—Unverified
#ModelMetricClaimedVerifiedStatus
1RT-GENE 4 model ensembleAngular Error5.1—Unverified