3D on Human3.6M

Metric: Number of Frames Per View (higher is better)

LeaderboardDataset

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#	Model↕	Number of Frames Per View▼	Augmentations	Paper	Date↕	Code
1	VideoPose3D (T=243)	243	No	3D human pose estimation in video with temporal ...	2018-11-28	Code
2	AdaptPose	27	No	AdaptPose: Cross-Dataset Adaptation for 3D Human...	2021-12-22	Code
3	DAF-DG-27frames	27	No	A Dual-Augmentor Framework for Domain Generaliza...	2024-03-17	Code
4	TriPose	27	No	TriPose: A Weakly-Supervised 3D Human Pose Estim...	2021-05-14	-
5	DAF-DG	1	No	A Dual-Augmentor Framework for Domain Generaliza...	2024-03-17	Code
6	PoseAug	1	No	PoseAug: A Differentiable Pose Augmentation Fram...	2021-05-06	Code
7	2D-3D Lifting self-supervised	1	No	Self-Supervised 3D Human Pose Estimation with Mu...	2021-08-17	Code
8	Li et al.	1	No	-	-	Code
9	CanonPose	1	No	CanonPose: Self-Supervised Monocular 3D Human Po...	2020-11-30	Code
10	Tome et al.	1	No	Lifting from the Deep: Convolutional 3D Pose Est...	2017-01-01	Code
11	RepNet	1	No	RepNet: Weakly Supervised Training of an Adversa...	2019-02-26	Code
12	Kocabas et al.	1	No	Self-Supervised Learning of 3D Human Pose using ...	2019-03-06	Code
13	PoseAug	1	No	PoseAug: A Differentiable Pose Augmentation Fram...	2021-05-06	Code

#1VideoPose3D (T=243)SOTA
243
Number of Frames Per View· 2018-11-28
3D human pose estimation in video with temporal convolutions and semi-supervised training Code
#2AdaptPose
27
Number of Frames Per View· 2021-12-22
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation Code
#3DAF-DG-27frames
27
Number of Frames Per View· 2024-03-17
A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation Code
#4TriPose
27
Number of Frames Per View· 2021-05-14
TriPose: A Weakly-Supervised 3D Human Pose Estimation via Triangulation from Video
#5DAF-DG
1
Number of Frames Per View· 2024-03-17
A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation Code
#6PoseAug
1
Number of Frames Per View· 2021-05-06
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation Code
#72D-3D Lifting self-supervised
1
Number of Frames Per View· 2021-08-17
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry Code
#8Li et al.
1
Number of Frames Per View
No paperCode
#9CanonPose
1
Number of Frames Per View· 2020-11-30
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild Code
#10Tome et al.SOTA
1
Number of Frames Per View· 2017-01-01
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image Code
#11RepNet
1
Number of Frames Per View· 2019-02-26
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation Code
#12Kocabas et al.
1
Number of Frames Per View· 2019-03-06
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry Code
#13PoseAug
1
Number of Frames Per View· 2021-05-06
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation Code