SOTAVerified|Agents Browse Leaderboard About

Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 241–250 of 744 papers

Title	Date	Tasks	Status	Hype	Score
DroneAttention: Sparse Weighted Temporal Attention for Drone-Camera Based Activity Recognition	Dec 7, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network	Feb 5, 2024	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
DGAR: A Unified Domain Generalization Framework for RF-Enabled Human Activity Recognition	Mar 22, 2025	Activity RecognitionDomain Generalization	—Unverified	0	0
Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network	Jul 1, 2017	Activity RecognitionFace Alignment	—Unverified	0	0
DFTerNet: Towards 2-bit Dynamic Fusion Networks for Accurate Human Activity Recognition	Jul 31, 2018	Action DetectionActivity Detection	—Unverified	0	0
Device-Free Human State Estimation using UWB Multi-Static Radios	Dec 26, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
EarDA: Towards Accurate and Data-Efficient Earable Activity Sensing	Jun 18, 2024	Activity RecognitionDomain Adaptation	—Unverified	0	0
Early Improving Recurrent Elastic Highway Network	Aug 14, 2017	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Early Mobility Recognition for Intensive Care Unit Patients Using Accelerometers	Jun 28, 2021	Activity RecognitionFeature Engineering	—Unverified	0	0
Attention-Driven Body Pose Encoding for Human Activity Recognition	Sep 29, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0	0

Show:10 25 50

← PrevPage 25 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