Activity Recognition on UTD-MHAD

Metric: Accuracy (CS) (higher is better)

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#	Model↕	Accuracy (CS)▼	Extra Data	Paper	Date↕	Code
1	PoseMap	94.5	No	-	-	-
2	Gimme Signals (Skeleton, AIS)	93.33	No	Gimme Signals: Discriminative signal encoding fo...	2020-03-13	Code
3	HDM-BG	92.8	No	-	-	Code
4	Action Machine	92.5	No	Action Machine: Rethinking Action Recognition in...	2018-12-14	-
5	STAR-Net	90	No	STAR-Net: Action Recognition using Spatio-Tempor...	2019-02-26	-

#1PoseMap
94.5
Accuracy (CS)
No paper
#2Gimme Signals (Skeleton, AIS)SOTA
93.33
Accuracy (CS)· 2020-03-13
Gimme Signals: Discriminative signal encoding for multimodal activity recognition Code
#3HDM-BG
92.8
Accuracy (CS)
No paperCode
#4Action MachineSOTA
92.5
Accuracy (CS)· 2018-12-14
Action Machine: Rethinking Action Recognition in Trimmed Videos
#5STAR-Net
90
Accuracy (CS)· 2019-02-26
STAR-Net: Action Recognition using Spatio-Temporal Activation Reprojection