3D on Human3.6M

Metric: Average MPJPE (mm) @ 400ms (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

#	Model↕	Average MPJPE (mm) @ 400ms▼	Augmentations	Paper	Date↕	Code
1	Forecast LSTM	80.8	No	-	-	Code
2	AnyPose1	80.6	No	AnyPose: Anytime 3D Human Pose Forecasting via N...	2023-09-09	-
3	STS-GCN	65.8	No	Space-Time-Separable Graph Convolutional Network...	2021-10-09	Code
4	LTD-GCN	63.5	No	Learning Trajectory Dependencies for Human Motio...	2019-08-15	Code
5	MSR-GCN	62.9	No	MSR-GCN: Multi-Scale Residual Graph Convolution ...	2021-08-16	Code
6	UNIMASK-M	61.6	No	A Unified Masked Autoencoder with Patchified Ske...	2023-08-14	-
7	MotionMixer	59.3	No	MotionMixer: MLP-based 3D Human Body Pose Foreca...	2022-07-01	Code
8	PGBIG	58.5	No	Progressively Generating Better Initial Guesses ...	2022-03-30	Code
9	siMLPe	57.3	No	Back to MLP: A Simple Baseline for Human Motion ...	2022-07-04	Code
10	GraphMixer	56.7	No	Graph-Guided MLP-Mixer for Skeleton-Based Human ...	2023-04-07	-
11	ResChunk	56.41	No	Multiscale Residual Learning of Graph Convolutio...	2023-08-31	Code
12	Sun et al.	55.5	No	Towards Accurate Human Motion Prediction via Ite...	2023-05-08	-
13	EqMotion	55	No	EqMotion: Equivariant Multi-agent Motion Predict...	2023-03-20	Code
14	AuxFormer	54.1	No	Auxiliary Tasks Benefit 3D Skeleton-based Human ...	2023-08-17	Code
15	FMS-AM	34.8	No	Remembering What Is Important: A Factorised Mult...	2023-05-19	-
16	MGCN	34.4	No	Multi-Graph Convolution Network for Pose Forecas...	2023-04-11	-
17	GCNext	30.5	No	GCNext: Towards the Unity of Graph Convolutions ...	2023-12-19	Code