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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 481–490 of 744 papers

Title	Date	Tasks	Status	Hype	Score
SPAR: Self-supervised Placement-Aware Representation Learning for Multi-Node IoT Systems	May 22, 2025	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
SparseSense: Human Activity Recognition from Highly Sparse Sensor Data-streams Using Set-based Neural Networks	Jun 6, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
SpinAPS: A High-Performance Spintronic Accelerator for Probabilistic Spiking Neural Networks	Aug 5, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
SSDL: Self-Supervised Dictionary Learning	Dec 3, 2021	Activity RecognitionDictionary Learning	—Unverified	0	0
Stacked Generalization for Human Activity Recognition	Sep 22, 2020	Activity RecognitionBIG-bench Machine Learning	—Unverified	0	0
Standardizing Your Training Process for Human Activity Recognition Models: A Comprehensive Review in the Tunable Factors	Jan 10, 2024	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Starting Movement Detection of Cyclists Using Smart Devices	Aug 8, 2018	Activity Recognitionfeature selection	—Unverified	0	0
Structure Optimization for Deep Multimodal Fusion Networks using Graph-Induced Kernels	Jul 3, 2017	Activity RecognitionBayesian Optimization	—Unverified	0	0
Student Activity Recognition in Classroom Environments using Transfer Learning	Dec 1, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Super Normal Vector for Activity Recognition Using Depth Sequences	Jun 1, 2014	Activity RecognitionGeneral Classification	—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