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3D Pose Forecasting (Joint Angles) on Human3.6M

0.2MAE @ 80ms

MotionMixer

Updated 1mo ago

Evaluation Results

Method	Links
MotionMixer 2022.07		0.2	0.34	0.55	0.63	0.78	0.91	0.99	1.08
STS-GCN 2021.10		0.24	0.39	0.59	0.66	0.79	0.92	1	1.09
STSGCN 2022.07		0.24	0.39	0.59	0.66	0.79	0.92	1	1.09
GAGCN 2022.07		0.24	0.38	0.54	0.65	0.74	-	-	1.02
Motion-Attention 2022.07		0.27	0.51	0.81	0.93	1.12	1.27	1.46	1.57
MotionMixer 2022.07		0.29	0.54	0.81	0.94	1.2	1.3	1.4	1.57
BC-WGAIL-div 2021.10		0.31	0.57	0.9	1.02	1.23	-	-	1.65
DCT-RNN-GCN 2021.10		0.31	0.55	0.9	1.04	1.25	1.42	1.56	1.65
RNN-GCN 2022.07		0.31	0.55	0.9	1.04	1.25	1.42	1.56	1.65
LTD-10-10 2021.10		0.32	0.55	0.91	1.04	1.26	1.44	1.59	1.68
LTD-10-25 2022.07		0.32	0.55	0.91	1.04	1.26	1.44	1.59	1.68
LTD-10-25 2021.10		0.34	0.57	0.93	1.06	1.27	1.44	1.57	1.66
Res. sup. 2022.07		0.36	0.67	1.02	1.15	-	-	-	-
convSeq2Seq 2022.07		0.38	0.68	1.01	1.13	1.35	1.5	1.69	1.82
MHU 2022.07		0.39	0.68	1.01	1.13	1.14	1.28	1.46	1.57