SOTAVerified

Human Activity Recognition

Classify various human activities

Papers

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Showing 151–200 of 744 papers

TitleStatusHype
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-Worn Inertial SensorsCode0
FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health MonitoringCode0
FedAli: Personalized Federated Learning with Aligned Prototypes through Optimal TransportCode0
ConSense: Continually Sensing Human Activity with WiFi via Growing and PickingCode0
Adversarial Domain Adaptation for Cross-user Activity Recognition Using Diffusion-based Noise-centred LearningCode0
A benchmark of data stream classification for human activity recognition on connected objectsCode0
Context-Aware Predictive Coding: A Representation Learning Framework for WiFi SensingCode0
Context-Aware Predictive Coding: A Representation Learning Framework for WiFi SensingCode0
Feature engineering workflow for activity recognition from synchronized inertial measurement unitsCode0
Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation LearningCode0
Evaluating Spiking Neural Network On Neuromorphic Platform For Human Activity RecognitionCode0
Continual Learning in Human Activity Recognition: an Empirical Analysis of RegularizationCode0
Enhancing Wearable Tap Water Audio Detection through Subclass Annotation in the HD-Epic DatasetCode0
Continual Learning in Sensor-based Human Activity Recognition: an Empirical Benchmark AnalysisCode0
A Novel Skeleton-Based Human Activity Discovery Using Particle Swarm Optimization with Gaussian MutationCode0
Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptationCode0
Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensorsCode0
Choose Your Explanation: A Comparison of SHAP and GradCAM in Human Activity RecognitionCode0
IoT-Based Real-Time Medical-Related Human Activity Recognition Using Skeletons and Multi-Stage Deep Learning for HealthcareCode0
Kernel Cross-CorrelatorCode0
FedBChain: A Blockchain-enabled Federated Learning Framework for Improving DeepConvLSTM with Comparative Strategy InsightsCode0
Label Ranker: Self-Aware Preference for Classification Label Position in Visual Masked Self-Supervised Pre-Trained ModelCode0
Attention-Refined Unrolling for Sparse Sequential micro-Doppler ReconstructionCode0
Cross-domain Activity Recognition via Substructural Optimal TransportCode0
Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity RecognitionCode0
Cross-modal Knowledge Distillation for Vision-to-Sensor Action RecognitionCode0
Leveraging LDA Feature Extraction to Augment Human Activity Recognition AccuracyCode0
An IoT Based Framework For Activity Recognition Using Deep Learning TechniqueCode0
Efficient Deep Clustering of Human Activities and How to Improve EvaluationCode0
MEx: Multi-modal Exercises Dataset for Human Activity RecognitionCode0
Enhanced Spatio- Temporal Image Encoding for Online Human Activity RecognitionCode0
Mukhtasir-Khail-Net: An Ultra-Efficient Convolutional Neural Network for Sports Activity Recognition with Wearable Inertial SensorsCode0
Explaining Human Activity Recognition with SHAP: Validating Insights with Perturbation and Quantitative MeasuresCode0
DiTMoS: Delving into Diverse Tiny-Model Selection on MicrocontrollersCode0
Directional Antenna Systems for Long-Range Through-Wall Human Activity RecognitionCode0
Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity RecognitionCode0
Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity RecognitionCode0
Defending Black-box Skeleton-based Human Activity ClassifiersCode0
An Interactive Greedy Approach to Group Sparsity in High DimensionsCode0
Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-based Human Activity RecognitionCode0
Domain Generalization for Activity Recognition via Adaptive Feature FusionCode0
Deep Residual Bidir-LSTM for Human Activity Recognition Using Wearable SensorsCode0
A Comparison of Deep Learning and Established Methods for Calf Behaviour MonitoringCode0
DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity RecognitionCode0
Dynamic Vision Sensors for Human Activity RecognitionCode0
Human Activity Recognition in an Open WorldCode0
RHM: Robot House Multi-view Human Activity Recognition DatasetCode0
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity RecognitionCode0
Quantization and Deployment of Deep Neural Networks on MicrocontrollersCode0
Boosting Adversarial Transferability for Skeleton-based Action Recognition via Exploring the Model Posterior Space—0
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All datasetsRHMOAD datasetPAMAP2HARHMDB51MM-FitRadar Dataset (DIAT-μRadHAR: Radar micro-Doppler Signature dataset for Human Suspicious Activity Recognition)UCF-101

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Dual-Stream C3DAccuracy (Top-1)71.06—Unverified
2C3DAccuracy (Top-1)70.3—Unverified
3Dual-Stream ConvNetAccuracy (Top-1)62.77—Unverified
4SlowFast (101)Accuracy (Top-1)45.28—Unverified
#ModelMetricClaimedVerifiedStatus
1ESTIE + VGG16 (transfer-learning)Accuracy95.22—Unverified
2STIE + VGG16 (transfer-learning)Accuracy94.77—Unverified
3STIE + VGG16(fine-tuning)Accuracy86.81—Unverified
#ModelMetricClaimedVerifiedStatus
1AFVFAccuracy0.97—Unverified
2Selective HAR ClusteringNMI0.88—Unverified
3Unsupervised embedding learning for human activity recognition using wearable sensor dataNMI0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1LMSSAccuracy1—Unverified
2AFVFAccuracy0.99—Unverified
#ModelMetricClaimedVerifiedStatus
1Label-RankerAccuracy61.18—Unverified
#ModelMetricClaimedVerifiedStatus
1unsupervised statistical feature guided diffusion modelF1 - macro0.44—Unverified
#ModelMetricClaimedVerifiedStatus
1DIAT-RadHARNet1:1 Accuracy99.22—Unverified
#ModelMetricClaimedVerifiedStatus
1Label-RankerAccuracy89.5—Unverified