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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 301–310 of 744 papers

Title	Date	Tasks	Status	Hype
A distillation-based approach integrating continual learning and federated learning for pervasive services	Sep 9, 2021	Activity RecognitionContinual Learning	—Unverified	0
Few-Shot Learning-Based Human Activity Recognition	Mar 25, 2019	Activity RecognitionFew-Shot Learning	—Unverified	0
Fullie and Wiselie: A Dual-Stream Recurrent Convolutional Attention Model for Activity Recognition	Nov 21, 2017	Activity RecognitionHuman Activity Recognition	—Unverified	0
FieldHAR: A Fully Integrated End-to-end RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors	May 22, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Fusion of Deep Neural Networks for Activity Recognition: A Regular Vine Copula Based Approach	Nov 21, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0
Explainable Deep Learning Framework for Human Activity Recognition	Aug 21, 2024	Activity RecognitionData Augmentation	—Unverified	0
FinP: Fairness-in-Privacy in Federated Learning by Addressing Disparities in Privacy Risk	Feb 25, 2025	Activity RecognitionFairness	—Unverified	0
FLAME: Federated Learning Across Multi-device Environments	Feb 17, 2022	Activity RecognitionFederated Learning	—Unverified	0
FlexFed: Mitigating Catastrophic Forgetting in Heterogeneous Federated Learning in Pervasive Computing Environments	May 19, 2025	Activity RecognitionFederated Learning	—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