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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 421–430 of 744 papers

Title	Date	Tasks	Status	Hype	Score
Provable Robustness for Streaming Models with a Sliding Window	Mar 28, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Provably Secure Federated Learning against Malicious Clients	Feb 3, 2021	Activity RecognitionFederated Learning	—Unverified	0	0
randomHAR: Improving Ensemble Deep Learners for Human Activity Recognition with Sensor Selection and Reinforcement Learning	Jul 15, 2023	Activity RecognitionFeature Engineering	—Unverified	0	0
Random Projections and Natural Sparsity in Time-Series Classification: A Theoretical Analysis	Feb 24, 2025	Activity Recognitioncompressed sensing	—Unverified	0	0
RAPID: Retrofitting IEEE 802.11ay Access Points for Indoor Human Detection and Sensing	Sep 10, 2021	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Ratio Utility and Cost Analysis for Privacy Preserving Subspace Projection	Feb 26, 2017	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices	Jun 5, 2020	Activity RecognitionDeep Learning	—Unverified	0	0
Real-time Monitoring of Lower Limb Movement Resistance Based on Deep Learning	Oct 13, 2024	Activity PredictionActivity Recognition	—Unverified	0	0
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics	Aug 31, 2022	Activity RecognitionAnomaly Detection	—Unverified	0	0
Recognize Human Activities from Partially Observed Videos	Jun 1, 2013	Activity PredictionActivity 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