Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 76–100 of 744 papers

Title	Date	Tasks	Status	Score
AdaRNN: Adaptive Learning and Forecasting of Time Series	Aug 10, 2021	Activity RecognitionFinancial Analysis	CodeCode Available	5
Human Activity Recognition using Continuous Wavelet Transform and Convolutional Neural Networks	Jun 23, 2021	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Human Activity Recognition with Convolutional Neural Netowrks	Jun 5, 2019	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art	Jun 13, 2018	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Through-the-Wall Radar Human Activity Recognition WITHOUT Using Neural Networks	Jun 5, 2025	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Human activity recognition from skeleton poses	Aug 20, 2019	Action RecognitionActivity Recognition	CodeCode Available	5
Adaptive Client Selection with Personalization for Communication Efficient Federated Learning	Nov 26, 2024	Activity RecognitionFederated Learning	CodeCode Available	5
Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action Detection	Feb 8, 2020	Action DetectionActivity Recognition	CodeCode Available	5
Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation	Mar 29, 2023	Activity RecognitionClustering	CodeCode Available	5
Robust Explainer Recommendation for Time Series Classification	Jun 8, 2023	Activity RecognitionClassification	CodeCode Available	5
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices	May 15, 2025	Activity RecognitionCode Generation	CodeCode Available	5
HARMamba: Efficient and Lightweight Wearable Sensor Human Activity Recognition Based on Bidirectional Mamba	Mar 29, 2024	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
A Matter of Annotation: An Empirical Study on In Situ and Self-Recall Activity Annotations from Wearable Sensors	May 15, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Accurate Passive Radar via an Uncertainty-Aware Fusion of Wi-Fi Sensing Data	Jul 1, 2024	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points	Feb 22, 2018	Action RecognitionActivity Prediction	CodeCode Available	5
Feature engineering workflow for activity recognition from synchronized inertial measurement units	Dec 18, 2019	Activity RecognitionBIG-bench Machine Learning	CodeCode Available	5
FedAli: Personalized Federated Learning with Aligned Prototypes through Optimal Transport	Nov 15, 2024	Activity RecognitionFederated Learning	CodeCode Available	5
ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human Activity Recognition	May 31, 2019	Active LearningActivity Recognition	CodeCode Available	5
Activity and Subject Detection for UCI HAR Dataset with & without missing Sensor Data	May 10, 2025	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-Worn Inertial Sensors	May 22, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
A Survey of Human Activity Recognition Using WiFi CSI	Aug 23, 2017	Activity RecognitionBIG-bench Machine Learning	CodeCode Available	5
Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation	Apr 15, 2022	Activity RecognitionDomain Adaptation	CodeCode Available	5
Enhanced Spatio- Temporal Image Encoding for Online Human Activity Recognition	Dec 15, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
A*HAR: A New Benchmark towards Semi-supervised learning for Class-imbalanced Human Activity Recognition	Jan 13, 2021	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Enhancing Wearable Tap Water Audio Detection through Subclass Annotation in the HD-Epic Dataset	May 27, 2025	Activity RecognitionHuman Activity Recognition	CodeCode Available	5

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All datasets RHM OAD dataset PAMAP2 HAR HMDB51 MM-Fit Radar Dataset (DIAT-μRadHAR: Radar micro-Doppler Signature dataset for Human Suspicious Activity Recognition)UCF-101

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Dual-Stream C3D	Accuracy (Top-1)	71.06	—	Unverified
2	C3D	Accuracy (Top-1)	70.3	—	Unverified
3	Dual-Stream ConvNet	Accuracy (Top-1)	62.77	—	Unverified
4	SlowFast (101)	Accuracy (Top-1)	45.28	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ESTIE + VGG16 (transfer-learning)	Accuracy	95.22	—	Unverified
2	STIE + VGG16 (transfer-learning)	Accuracy	94.77	—	Unverified
3	STIE + VGG16(fine-tuning)	Accuracy	86.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AFVF	Accuracy	0.97	—	Unverified
2	Selective HAR Clustering	NMI	0.88	—	Unverified
3	Unsupervised embedding learning for human activity recognition using wearable sensor data	NMI	0.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LMSS	Accuracy	1	—	Unverified
2	AFVF	Accuracy	0.99	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Label-Ranker	Accuracy	61.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	unsupervised statistical feature guided diffusion model	F1 - macro	0.44	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DIAT-RadHARNet	1:1 Accuracy	99.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Label-Ranker	Accuracy	89.5	—	Unverified