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Skeleton Based Action Recognition On J Hmdb

Métriques

Accuracy (RGB+pose)

Accuracy (pose)

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Accuracy (RGB+pose)	Accuracy (pose)	Paper Title	Repository
DD-Net	-	77.2	Make Skeleton-based Action Recognition Model Smaller, Faster and Better	-
Potion	90.4	67.9	PoTion: Pose MoTion Representation for Action Recognition	-
MR Two-Sream R-CNN	71.1	-	Multi-region two-stream R-CNN for action detection	-
Action Tubes	62.5	-	Finding Action Tubes	-
RPAN	83.9	-	RPAN: An End-to-End Recurrent Pose-Attention Network for Action Recognition in Videos	-
EHPI	-	65.5	Simple yet efficient real-time pose-based action recognition	-
I3D + Potion	85.5	-	PoTion: Pose MoTion Representation for Action Recognition	-
I3D	84.1	-	Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset	-
PA3D	69.5	-	PA3D: Pose-Action 3D Machine for Video Recognition	-
STAR-Net	64.3	-	STAR-Net: Action Recognition using Spatio-Temporal Activation Reprojection	-
PA3D+RPAN	86.1	-	PA3D: Pose-Action 3D Machine for Video Recognition	-
Chained (RGB+Flow +Pose)	76.1	56.8	Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection	-

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