SOTAVerified|Agents Browse Leaderboard About

Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 431–440 of 744 papers

Title	Date	Tasks	Status	Hype
SPARCS: A Sparse Recovery Approach for Integrated Communication and Human Sensing in mmWave Systems	May 6, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
Resource-Eficient Continual Learning for Sensor-Based Human Activity Recognition	Apr 30, 2022	Activity RecognitionContinual Learning	—Unverified	0
A Close Look into Human Activity Recognition Models using Deep Learning	Apr 26, 2022	Activity RecognitionDeep Learning	—Unverified	0
Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation	Apr 15, 2022	Activity RecognitionDomain Adaptation	CodeCode Available	0
EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression	Apr 8, 2022	Activity RecognitionCloud Computing	—Unverified	0
SecureSense: Defending Adversarial Attack for Secure Device-Free Human Activity Recognition	Apr 4, 2022	Activity RecognitionAdversarial Attack	—Unverified	0
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition	Mar 31, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
Seeker: Synergizing Mobile and Energy Harvesting Wearable Sensors for Human Activity Recognition	Mar 25, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing	Mar 25, 2022	Activity RecognitionEnsemble Learning	—Unverified	0
Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition	Mar 23, 2022	Activity RecognitionClustering	—Unverified	0

Show:10 25 50

← PrevPage 44 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