Pose Estimation on Human3.6M

Metric: MAR, walking, 1,000ms (higher is better)

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#	Model↕	MAR, walking, 1,000ms▼	Extra Data	Paper	Date↕	Code
1	ERD	2.38	No	Recurrent Network Models for Human Dynamics	2015-08-02	-
2	SRNN	2.13	No	Structural-RNN: Deep Learning on Spatio-Temporal...	2015-11-17	Code
3	STS-GCN	0.87	No	Space-Time-Separable Graph Convolutional Network...	2021-10-09	Code
4	TP-RNN	0.77	No	Action-Agnostic Human Pose Forecasting	2018-10-23	Code
5	MotionMixer	0.73	No	MotionMixer: MLP-based 3D Human Body Pose Foreca...	2022-07-01	Code
6	PGBIG	0.69	No	Progressively Generating Better Initial Guesses ...	2022-03-30	Code
7	BC+WGAIL-div	0.69	No	Imitation Learning for Human Pose Prediction	2019-09-08	-
8	LTD-GCN	0.67	No	Learning Trajectory Dependencies for Human Motio...	2019-08-15	Code

#1ERDSOTA
2.38
MAR, walking, 1,000ms· 2015-08-02
Recurrent Network Models for Human Dynamics
#2SRNN
2.13
MAR, walking, 1,000ms· 2015-11-17
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Code
#3STS-GCN
0.87
MAR, walking, 1,000ms· 2021-10-09
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Code
#4TP-RNN
0.77
MAR, walking, 1,000ms· 2018-10-23
Action-Agnostic Human Pose Forecasting Code
#5MotionMixer
0.73
MAR, walking, 1,000ms· 2022-07-01
MotionMixer: MLP-based 3D Human Body Pose Forecasting Code
#6PGBIG
0.69
MAR, walking, 1,000ms· 2022-03-30
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction Code
#7BC+WGAIL-div
0.69
MAR, walking, 1,000ms· 2019-09-08
Imitation Learning for Human Pose Prediction
#8LTD-GCN
0.67
MAR, walking, 1,000ms· 2019-08-15
Learning Trajectory Dependencies for Human Motion Prediction Code