3D on Human3.6M

Metric: MAR, walking, 400ms (higher is better)

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#	Model↕	MAR, walking, 400ms▼	Augmentations	Paper	Date↕	Code
1	ERD	1.78	No	Recurrent Network Models for Human Dynamics	2015-08-02	-
2	SRNN	1.3	No	Structural-RNN: Deep Learning on Spatio-Temporal...	2015-11-17	Code
3	Forecast LSTM	0.91	No	-	-	Code
4	TP-RNN	0.65	No	Action-Agnostic Human Pose Forecasting	2018-10-23	Code
5	BC+WGAIL-div	0.59	No	Imitation Learning for Human Pose Prediction	2019-09-08	-
6	MotionMixer	0.58	No	MotionMixer: MLP-based 3D Human Body Pose Foreca...	2022-07-01	Code
7	LTD-GCN	0.56	No	Learning Trajectory Dependencies for Human Motio...	2019-08-15	Code
8	STS-GCN	0.55	No	Space-Time-Separable Graph Convolutional Network...	2021-10-09	Code
9	PGBIG	0.54	No	Progressively Generating Better Initial Guesses ...	2022-03-30	Code

#1ERDSOTA
1.78
MAR, walking, 400ms· 2015-08-02
Recurrent Network Models for Human Dynamics
#2SRNN
1.3
MAR, walking, 400ms· 2015-11-17
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Code
#3Forecast LSTM
0.91
MAR, walking, 400ms
No paperCode
#4TP-RNN
0.65
MAR, walking, 400ms· 2018-10-23
Action-Agnostic Human Pose Forecasting Code
#5BC+WGAIL-div
0.59
MAR, walking, 400ms· 2019-09-08
Imitation Learning for Human Pose Prediction
#6MotionMixer
0.58
MAR, walking, 400ms· 2022-07-01
MotionMixer: MLP-based 3D Human Body Pose Forecasting Code
#7LTD-GCN
0.56
MAR, walking, 400ms· 2019-08-15
Learning Trajectory Dependencies for Human Motion Prediction Code
#8STS-GCN
0.55
MAR, walking, 400ms· 2021-10-09
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Code
#9PGBIG
0.54
MAR, walking, 400ms· 2022-03-30
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction Code