SOTAVerified|Agents Browse Leaderboard About

Gesture Recognition

Gesture Recognition is an active field of research with applications such as automatic recognition of sign language, interaction of humans and robots or for new ways of controlling video games.

Source: Gesture Recognition in RGB Videos Using Human Body Keypoints and Dynamic Time Warping

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 491–500 of 572 papers

Title	Date	Tasks	Status	Hype	Score
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition	Mar 24, 2022	Gesture Recognition	—Unverified	0	0
Body Gesture Recognition to Control a Social Robot	Jun 15, 2022	Gesture Recognition	—Unverified	0	0
Breaking the Barriers: Video Vision Transformers for Word-Level Sign Language Recognition	Apr 10, 2025	Gesture RecognitionSign Language Recognition	—Unverified	0	0
CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control	Jun 7, 2023	Gesture RecognitionHand Gesture Recognition	—Unverified	0	0
CGAP2: Context and gap aware predictive pose framework for early detection of gestures	Nov 18, 2020	Autonomous VehiclesDecoder	—Unverified	0	0
ChaLearn Looking at People: A Review of Events and Resources	Jan 10, 2017	Gesture Recognition	—Unverified	0	0
ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition	Jul 29, 2019	Gesture Recognition	—Unverified	0	0
Classifying and Visualizing Motion Capture Sequences using Deep Neural Networks	Jun 17, 2013	Gesture Recognition	—Unverified	0	0
CNN+RNN Depth and Skeleton based Dynamic Hand Gesture Recognition	Jul 22, 2020	Gesture RecognitionHand Gesture Recognition	—Unverified	0	0
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis	Aug 1, 2020	3D Hand Pose EstimationGesture Recognition	—Unverified	0	0

Show:10 25 50

← PrevPage 50 of 58Next →

All datasets DVS128 Gesture CapgMyo DB-a CapgMyo DB-b CapgMyo DB-c ChaLearn 2013 Chalearn 2014 ChaLearn 2016 GesturePod Montalbano MSRC-12 Ninapro DB-1 12 gestures Ninapro DB-1 8 gestures

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	TENNs-PLEIADES	Accuracy (%)	100	—	Unverified
2	mMND (BPTT)	Accuracy (%)	98	—	Unverified
3	EGRU	Accuracy (%)	97.8	—	Unverified
4	AlexNet+LSTM	Accuracy (%)	97.73	—	Unverified
5	S-TLLR	Accuracy (%)	97.72	—	Unverified
6	Event-SSM	Accuracy (%)	97.7	—	Unverified
7	STL-SNN	Accuracy (%)	97.22	—	Unverified
8	OTTT	Accuracy (%)	96.88	—	Unverified
9	STS-ResNet	Accuracy (%)	96.7	—	Unverified
10	mMND (STDP)	Accuracy (%)	96.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	2SRNN	Accuracy	97.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	2SRNN	Accuracy	97.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	2SRNN	Accuracy	96.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3S Net TTM	Accuracy	92.08	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3D-CNN + LSTM	Accuracy	93.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3S Net TTM	Accuracy	39.95	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GesturePod	Real World Accuracy	92	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Temp Conv + LSTM	Error rate	2.77	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3S Net TTM	Accuracy	99.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	2SRNN	Accuracy	84.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	2SRNN	Accuracy	90.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PointLSTM	14 gestures accuracy	95.9	—	Unverified