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1 Image, 2*2 Stitchi
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Human3.6M
1 Image, 2*2 Stitchi on Human3.6M
Metric: PA-MPJPE (higher is better)
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#
Model
↕
PA-MPJPE
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Extra Data
Paper
Date
↕
Code
1
SMPLify (dense)
80.7
No
Unite the People: Closing the Loop Between 3D an...
2017-01-10
Code
2
Neural Body Fitting (NBF)
59.9
No
Neural Body Fitting: Unifying Deep Learning and ...
2018-08-17
Code
3
Triangulation
52.1
No
On Triangulation as a Form of Self-Supervision f...
2022-03-29
-
4
HW-HuP
50.4
No
Heuristic Weakly Supervised 3D Human Pose Estima...
2021-05-23
Code
5
Uncertainty-Aware Adaptation
49.6
No
Uncertainty-Aware Adaptation for Self-Supervised...
2022-03-29
-
6
Non-Local Latent Relation Distillation
48.2
No
Non-Local Latent Relation Distillation for Self-...
2022-04-05
-
7
LoCO
43.4
No
Compressed Volumetric Heatmaps for Multi-Person ...
2020-04-01
Code
8
MDN
42.6
No
Generating Multiple Hypotheses for 3D Human Pose...
2019-04-11
Code
9
VIBE
41.4
No
VIBE: Video Inference for Human Body Pose and Sh...
2019-12-11
Code
10
VideoPose3D (T=1)
40
No
3D human pose estimation in video with temporal ...
2018-11-28
Code
11
TAPE (T=16)
39.5
No
TAPE: Temporal Attention-based Probabilistic hum...
2023-04-29
Code
12
PoseLifter
39.1
No
PoseLifter: Absolute 3D human pose lifting netwo...
2019-10-26
Code
13
HR-Net+VPose+PoseAug
39.1
No
PoseAug: A Differentiable Pose Augmentation Fram...
2021-05-06
Code
14
MBNA
38.4
No
The Best of Both Worlds: Combining Model-based a...
2022-05-01
-
15
VideoPose3D (T=243)
36.5
No
3D human pose estimation in video with temporal ...
2018-11-28
Code
16
P-STMO (N=243)
34.4
No
P-STMO: Pre-Trained Spatial Temporal Many-to-One...
2022-03-15
Code
17
PointHMR
32.9
Yes
Sampling is Matter: Point-guided 3D Human Mesh R...
2023-04-19
Code
18
Spatio-Temporal Network (T=128)
30.7
No
3D Human Pose Estimation using Spatio-Temporal N...
2020-04-07
-
19
Spatio-Temporal Network (T=128)
30.7
No
3D Human Pose Estimation using Spatio-Temporal N...
2020-04-07
-
20
GnTCN
30.4
No
Graph and Temporal Convolutional Networks for 3D...
2020-12-22
Code
21
SoloPose
29.9
No
SoloPose: One-Shot Kinematic 3D Human Pose Estim...
2023-12-15
Code
22
GenHMR
29.8
No
GenHMR: Generative Human Mesh Recovery
2024-12-19
-
23
HEMlets Pose (H36M+MPII)
27.9
No
HEMlets Pose: Learning Part-Centric Heatmap Trip...
2019-10-26
-
24
KTPFormer (T=243)
26.2
No
KTPFormer: Kinematics and Trajectory Prior Knowl...
2024-03-31
Code
25
DiffPhy (W=480)
21.9
No
Differentiable Dynamics for Articulated 3d Human...
2022-05-24
-