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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 451–460 of 744 papers

Title	Date	Tasks	Status	Hype	Score
Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study	Jul 19, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Self-supervised Human Activity Recognition by Learning to Predict Cross-Dimensional Motion	Oct 21, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition	Jun 14, 2022	Activity RecognitionCross-Domain Activity Recognition	—Unverified	0	0
Semi-Supervised Convolutional Neural Networks for Human Activity Recognition	Jan 22, 2018	Activity RecognitionDiversity	—Unverified	0	0
Semi-supervised Federated Learning for Activity Recognition	Nov 2, 2020	Activity RecognitionData Augmentation	—Unverified	0	0
Semi-supervised sequence classification through change point detection	Sep 24, 2020	Activity RecognitionChange Point Detection	—Unverified	0	0
Sensing with OFDM Waveform at mmWave Band based on Micro-Doppler Analysis	Mar 29, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Sensor-Based Data Acquisition via Ubiquitous Device to Detect Muscle Strength Training Activities	Jan 26, 2024	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition	Sep 5, 2021	Activity RecognitionContrastive Learning	—Unverified	0	0
Sensor Data for Human Activity Recognition: Feature Representation and Benchmarking	May 15, 2020	Activity RecognitionBenchmarking	—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