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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 711–720 of 744 papers

Title	Date	Tasks	Status	Hype	Score
Using Anomaly Detection to Detect Poisoning Attacks in Federated Learning Applications	Jul 18, 2022	Activity RecognitionAnomaly Detection	—Unverified	0	0
Device-Free Human State Estimation using UWB Multi-Static Radios	Dec 26, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
DFTerNet: Towards 2-bit Dynamic Fusion Networks for Accurate Human Activity Recognition	Jul 31, 2018	Action DetectionActivity Detection	—Unverified	0	0
DGAR: A Unified Domain Generalization Framework for RF-Enabled Human Activity Recognition	Mar 22, 2025	Activity RecognitionDomain Generalization	—Unverified	0	0
DIAT-μ RadHAR (micro-doppler signature dataset) & μ RadNet (a lightweight DCNN)—For human suspicious activity recognition	Feb 1, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
DIAT-RadHARNet: A lightweight DCNN for radar based classification of human suspicious activities	Feb 1, 2022	Human Activity Recognition	—Unverified	0	0
Different Approaches for Human Activity Recognition: A Survey	Jun 11, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Differentiable Frequency-based Disentanglement for Aerial Video Action Recognition	Sep 15, 2022	Action RecognitionActivity Recognition	—Unverified	0	0
DISC: a Dataset for Integrated Sensing and Communication in mmWave Systems	Jun 15, 2023	Activity RecognitionBenchmarking	—Unverified	0	0
Discovering Behavioral Predispositions in Data to Improve Human Activity Recognition	Jul 18, 2022	Activity RecognitionHuman Activity 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