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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 381–390 of 744 papers

Title	Date	Tasks	Status	Hype	Score
Neuro-Symbolic Approaches for Context-Aware Human Activity Recognition	Jun 8, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
New Convex Relaxations for MRF Inference With Unknown Graphs	Oct 1, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Non-stationary BERT: Exploring Augmented IMU Data For Robust Human Activity Recognition	Sep 25, 2024	Activity RecognitionData Augmentation	—Unverified	0	0
Object and Text-guided Semantics for CNN-based Activity Recognition	May 4, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
On Attention Models for Human Activity Recognition	May 19, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
On Handling Catastrophic Forgetting for Incremental Learning of Human Physical Activity on the Edge	Feb 18, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
To Store or Not? Online Data Selection for Federated Learning with Limited Storage	Sep 1, 2022	Activity RecognitionData Valuation	—Unverified	0	0
Online Human Activity Recognition Employing Hierarchical Hidden Markov Models	Mar 12, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Online Human Activity Recognition using Low-Power Wearable Devices	Aug 26, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
On the Benefit of Generative Foundation Models for Human Activity Recognition	Oct 18, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0	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