SOTAVerified

Human Activity Recognition

Classify various human activities

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 744 papers

TitleStatusHype
Action Classification and Highlighting in Videos—0
Deep Activity Recognition Models with Triaxial Accelerometers—0
A Prospective Approach for Human-to-Human Interaction Recognition from Wi-Fi Channel Data using Attention Bidirectional Gated Recurrent Neural Network with GUI Application Implementation—0
Continual Learning in Sensor-based Human Activity Recognition: an Empirical Benchmark Analysis—0
ActiLabel: A Combinatorial Transfer Learning Framework for Activity Recognition—0
Contextual Relationship-based Activity Segmentation on an Event Stream in the IoT Environment with Multi-user Activities—0
A Preliminary Study on Pattern Reconstruction for Optimal Storage of Wearable Sensor Data—0
ContextGPT: Infusing LLMs Knowledge into Neuro-Symbolic Activity Recognition Models—0
Context-driven Active and Incremental Activity Recognition—0
A Preliminary Study on Hyperparameter Configuration for Human Activity Recognition—0
Adversarial Transferability in Wearable Sensor Systems—0
Continual Learning in Human Activity Recognition: an Empirical Analysis of Regularization—0
A Causality-Aware Pattern Mining Scheme for Group Activity Recognition in a Pervasive Sensor Space—0
Continuous Human Activity Recognition using a MIMO Radar for Transitional Motion Analysis—0
Deep Adaptive Temporal Pooling for Activity Recognition—0
Contrastive Left-Right Wearable Sensors (IMUs) Consistency Matching for HAR—0
Contrastive Predictive Coding for Human Activity Recognition—0
ARC-Net: Activity Recognition Through Capsules—0
ConViViT -- A Deep Neural Network Combining Convolutions and Factorized Self-Attention for Human Activity Recognition—0
CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition—0
Creating a Large-scale Synthetic Dataset for Human Activity Recognition—0
CROMOSim: A Deep Learning-based Cross-modality Inertial Measurement Simulator—0
Deep Generative Domain Adaptation with Temporal Attention for Cross-User Activity Recognition—0
Cross-domain Activity Recognition via Substructural Optimal Transport—0
CSI-Based Efficient Self-Quarantine Monitoring System Using Branchy Convolution Neural Network—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