Pose Estimation on Total Capture

Metric: Average MPJPE (mm) (higher is better)

LeaderboardDataset

Loading chart...

Results

Sort:

#	Model↕	Average MPJPE (mm)▼	Extra Data	Paper	Date↕	Code
1	ROS node wrapping	112	No	3D Human Pose Estimation in RGBD Images for Robo...	2018-03-07	Code
2	PVH	107	No	-	-	-
3	Tri-CPM	99	No	Convolutional Pose Machines	2016-01-30	Code
4	IMUPVH	70	No	-	-	-
5	Single-RPSM	41	No	Cross View Fusion for 3D Human Pose Estimation	2019-09-03	Code
6	AutoEnc	35	No	Deep Autoencoder for Combined Human Pose Estimat...	2018-07-04	-
7	DeepFuse-Vision Only	32.7	No	DeepFuse: An IMU-Aware Network for Real-Time 3D ...	2019-12-09	-
8	MTF-Transformer (M=0.4, T=7)	29.2	No	Adaptive Multi-view and Temporal Fusing Transfor...	2021-10-11	-
9	Fusion-RPSM	29	No	Cross View Fusion for 3D Human Pose Estimation	2019-09-03	Code
10	DeepFuse-IMU	28.9	No	DeepFuse: An IMU-Aware Network for Real-Time 3D ...	2019-12-09	-
11	LWCDR	27.5	No	Lightweight Multi-View 3D Pose Estimation throug...	2020-04-05	-
12	GeoFuse	24.6	No	Fusing Wearable IMUs with Multi-View Images for ...	2020-03-25	Code
13	AdaDeepFuse	22.5	No	FusePose: IMU-Vision Sensor Fusion in Kinematic ...	2022-08-25	-
14	AdaFuse	19.2	No	AdaFuse: Adaptive Multiview Fusion for Accurate ...	2020-10-26	Code

#1ROS node wrappingSOTA
112
Average MPJPE (mm)· 2018-03-07
3D Human Pose Estimation in RGBD Images for Robotic Task Learning Code
#2PVH
107
Average MPJPE (mm)
No paper
#3Tri-CPMSOTA
99
Average MPJPE (mm)· 2016-01-30
Convolutional Pose Machines Code
#4IMUPVH
70
Average MPJPE (mm)
No paper
#5Single-RPSM
41
Average MPJPE (mm)· 2019-09-03
Cross View Fusion for 3D Human Pose Estimation Code
#6AutoEnc
35
Average MPJPE (mm)· 2018-07-04
Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling
#7DeepFuse-Vision Only
32.7
Average MPJPE (mm)· 2019-12-09
DeepFuse: An IMU-Aware Network for Real-Time 3D Human Pose Estimation from Multi-View Image
#8MTF-Transformer (M=0.4, T=7)
29.2
Average MPJPE (mm)· 2021-10-11
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation
#9Fusion-RPSM
29
Average MPJPE (mm)· 2019-09-03
Cross View Fusion for 3D Human Pose Estimation Code
#10DeepFuse-IMU
28.9
Average MPJPE (mm)· 2019-12-09
DeepFuse: An IMU-Aware Network for Real-Time 3D Human Pose Estimation from Multi-View Image
#11LWCDR
27.5
Average MPJPE (mm)· 2020-04-05
Lightweight Multi-View 3D Pose Estimation through Camera-Disentangled Representation
#12GeoFuse
24.6
Average MPJPE (mm)· 2020-03-25
Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach Code
#13AdaDeepFuse
22.5
Average MPJPE (mm)· 2022-08-25
FusePose: IMU-Vision Sensor Fusion in Kinematic Space for Parametric Human Pose Estimation
#14AdaFuse
19.2
Average MPJPE (mm)· 2020-10-26
AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild Code