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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 371–380 of 744 papers

Title	Date	Tasks	Status	Hype	Score
Multi-Stage Based Feature Fusion of Multi-Modal Data for Human Activity Recognition	Nov 8, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Multi-task Self-Supervised Learning for Human Activity Detection	Jul 27, 2019	Action DetectionActivity Detection	—Unverified	0	0
Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition	Dec 21, 2015	Activity RecognitionDynamic Time Warping	—Unverified	0	0
Multi-View Fusion Transformer for Sensor-Based Human Activity Recognition	Feb 16, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
MU-MAE: Multimodal Masked Autoencoders-Based One-Shot Learning	Aug 8, 2024	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
MuMu: Cooperative Multitask Learning-based Guided Multimodal Fusion	Feb 22, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Natively neuromorphic LMU architecture for encoding-free SNN-based HAR on commercial edge devices	Jul 4, 2024	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition	Mar 23, 2022	Activity RecognitionClustering	—Unverified	0	0
NERULA: A Dual-Pathway Self-Supervised Learning Framework for Electrocardiogram Signal Analysis	May 21, 2024	Activity RecognitionContrastive Learning	—Unverified	0	0
Neural Style Transfer Enhanced Training Support For Human Activity Recognition	Jul 27, 2021	Activity RecognitionData Augmentation	—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