SOTAVerified|Agents Browse Leaderboard About

Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 671–680 of 744 papers

Title	Date	Tasks	Status	Hype
Large Transformers are Better EEG Learners	Aug 20, 2023	Activity RecognitionEEG	CodeCode Available	0
Adversarial Attacks on Deep Neural Networks for Time Series Classification	Mar 17, 2019	Activity RecognitionAdversarial Attack	CodeCode Available	0
Accurate Passive Radar via an Uncertainty-Aware Fusion of Wi-Fi Sensing Data	Jul 1, 2024	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking	Feb 18, 2025	Activity Recognitionclass-incremental learning	CodeCode Available	0
Evaluating Spiking Neural Network On Neuromorphic Platform For Human Activity Recognition	Aug 1, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
WiFlexFormer: Efficient WiFi-Based Person-Centric Sensing	Nov 6, 2024	Activity RecognitionDomain Generalization	CodeCode Available	0
Deep Residual Bidir-LSTM for Human Activity Recognition Using Wearable Sensors	Aug 22, 2017	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points	Feb 22, 2018	Action RecognitionActivity Prediction	CodeCode Available	0
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity Recognition	Sep 27, 2024	Activity RecognitionGraph Learning	CodeCode Available	0
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity	Jun 23, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	0

Show:10 25 50

← PrevPage 68 of 75Next →

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