SOTAVerified|Agents Browse Leaderboard About

Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 491–500 of 744 papers

Title	Date	Tasks	Status	Hype
Human Interaction Recognition Framework based on Interacting Body Part Attention	Jan 22, 2021	Activity RecognitionActivity Recognition In Videos	—Unverified	0
Human Pose Estimation using Motion Priors and Ensemble Models	Jan 26, 2019	2D Human Pose Estimation3D Human Pose Tracking	—Unverified	0
Hybrid Model Featuring CNN and LSTM Architecture for Human Activity Recognition on Smartphone Sensor Data	Dec 5, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets	Jun 3, 2024	Activity RecognitionContinual Learning	—Unverified	0
iMove: Exploring Bio-impedance Sensing for Fitness Activity Recognition	Jan 31, 2024	Activity RecognitionContrastive Learning	—Unverified	0
Impact of Physical Activity on Sleep:A Deep Learning Based Exploration	Jul 24, 2016	Activity RecognitionDeep Learning	—Unverified	0
Importance of user inputs while using incremental learning to personalize human activity recognition models	May 28, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0
Improve Unsupervised Domain Adaptation with Mixup Training	Jan 3, 2020	Activity RecognitionDomain Adaptation	—Unverified	0
Improving Human Activity Recognition Through Ranking and Re-ranking	Dec 11, 2015	Activity RecognitionHuman Activity Recognition	—Unverified	0
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition	May 29, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0

Show:10 25 50

← PrevPage 50 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