notesum.ai

Published at November 29

cs.CV

Released Date: November 29, 2024

Authors: Chi Su¹, Xiaoxuan Ma¹, Jiajun Su², Yizhou Wang¹

Aff.: ¹Peking University; ²International Digital Economy Academy (IDEA)

Method	Res.	Time (ms)	MACs (G)	F1-Score $\uparrow$	Precision $\uparrow$	Recall $\uparrow$	MPJPE $\downarrow$	MVE $\downarrow$	NMJE $\downarrow$	NMVE $\downarrow$
ROMP [43]	512	38.7	43.6	0.91	0.95	0.88	108.1	103.4	118.8	113.6
BEV [44]	512	50.6	48.9	0.93	0.96	0.90	105.3	100.7	113.2	108.3
PSVT [34]	512	-	-	0.93	-	-	97.7	94.1	105.1	101.2
AiOS [42]	1333	405.2	314.5	0.94	0.98	0.90	63.9	57.5	68.0	61.2
Multi-HMR [2]	896	97.4	2075.1	0.93	-	-	82.8	77.6	89.0	83.4
Multi-HMR [2]	1288	231.7	6104.6	0.95	0.97	0.93	65.3	61.1	68.7	64.3
Ours	644^∗	42.0	133.1	0.95	0.98	0.91	67.9	63.3	71.5	66.6