SOTAVerified|Agents Browse Leaderboard About

Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 271–280 of 744 papers

Title	Date	Tasks	Status	Hype
Human Activity Behavioural Pattern Recognition in Smarthome with Long-hour Data Collection	Jun 23, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
"Filling the Blanks'': Identifying Micro-activities that Compose Complex Human Activities of Daily Living	Jun 22, 2023	Activity RecognitionAttribute	—Unverified	0
MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction	Jun 16, 2023	Activity RecognitionDeep Learning	CodeCode Available	1
DISC: a Dataset for Integrated Sensing and Communication in mmWave Systems	Jun 15, 2023	Activity RecognitionBenchmarking	—Unverified	0
TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning	Jun 10, 2023	Activity RecognitionClassification	CodeCode Available	1
Robust Explainer Recommendation for Time Series Classification	Jun 8, 2023	Activity RecognitionClassification	CodeCode Available	0
Neuro-Symbolic Approaches for Context-Aware Human Activity Recognition	Jun 8, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition	Jun 1, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition	May 30, 2023	Activity RecognitionGenerative Adversarial Network	—Unverified	0
Cheating off your neighbors: Improving activity recognition through corroboration	May 27, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0

Show:10 25 50

← PrevPage 28 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