notesum.ai

Published at November 27

Robust Dynamic Gesture Recognition at Ultra-Long Distances

cs.RO

Released Date: November 27, 2024

Authors: Eran Bamani Beeri, Eden Nissinman, Avishai Sintov

Arxiv: http://arxiv.org/abs/2411.18413v1

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Model		Success rate (%)	DWA	GSS	$F_{1}$ score	mAP (%)
Swin	[46]	80.5	0.84	0.85	0.83	78.1
ViViT	[47]	78.3	0.82	0.84	0.80	77.5
TimeSformer	[48]	83.4	0.85	0.87	0.85	81.3
MViT	[49]	87.9	0.88	0.90	0.89	85.1
I3D	[50]	84.3	0.86	0.88	0.85	82.4
X3D	[51]	86.2	0.87	0.89	0.87	78.8
SFT		95.1	0.89	0.94	0.94	93.2