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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 331–340 of 744 papers

Title	Date	Tasks	Status	Hype
Human Activity Analysis and Recognition from Smartphones using Machine Learning Techniques	Mar 30, 2021	Activity RecognitionBIG-bench Machine Learning	—Unverified	0
GeXSe (Generative Explanatory Sensor System): An Interpretable Deep Generative Model for Human Activity Recognition in Smart Spaces	Jun 28, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Contrastive Left-Right Wearable Sensors (IMUs) Consistency Matching for HAR	Nov 21, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes	Feb 25, 2025	Activity RecognitionExplainable artificial intelligence	—Unverified	0
Guided-GAN: Adversarial Representation Learning for Activity Recognition with Wearables	Oct 12, 2021	Activity RecognitionGenerative Adversarial Network	—Unverified	0
Hadamard Domain Training with Integers for Class Incremental Quantized Learning	Oct 5, 2023	Activity Recognitionclass-incremental learning	—Unverified	0
HAMLET: A Hierarchical Multimodal Attention-based Human Activity Recognition Algorithm	Aug 3, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0
ARC-Net: Activity Recognition Through Capsules	Jul 6, 2020	Activity RecognitionARC	—Unverified	0
Explainable Deep Learning Framework for Human Activity Recognition	Aug 21, 2024	Activity RecognitionData Augmentation	—Unverified	0
Expanding Frozen Vision-Language Models without Retraining: Towards Improved Robot Perception	Aug 31, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0

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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