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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 251–260 of 744 papers

Title	Date	Tasks	Status	Hype
Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables	Aug 6, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization	Aug 4, 2023	Activity RecognitionGesture Recognition	—Unverified	0
Evaluating Spiking Neural Network On Neuromorphic Platform For Human Activity Recognition	Aug 1, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
PressureTransferNet: Human Attribute Guided Dynamic Ground Pressure Profile Transfer using 3D simulated Pressure Maps	Aug 1, 2023	Activity RecognitionAnomaly Detection	—Unverified	0
Eco-Friendly Sensing for Human Activity Recognition	Jul 30, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Shuffled Differentially Private Federated Learning for Time Series Data Analytics	Jul 30, 2023	Activity RecognitionFederated Learning	—Unverified	0
FedMEKT: Distillation-based Embedding Knowledge Transfer for Multimodal Federated Learning	Jul 25, 2023	Activity RecognitionFederated Learning	—Unverified	0
Unsupervised Embedding Learning for Human Activity Recognition Using Wearable Sensor Data	Jul 21, 2023	Activity RecognitionClustering	—Unverified	0
Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study	Jul 19, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Siamese Networks for Weakly Supervised Human Activity Recognition	Jul 18, 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