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MPI-INF-3DHP
Pose Estimation on MPI-INF-3DHP
Metric: MPJPE (higher is better)
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MPJPE (best first)
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Date (oldest first)
Model name (A→Z)
#
Model
↕
MPJPE
▼
Extra Data
Paper
Date
↕
Code
1
VNect (Augm.)
124.7
No
VNect: Real-time 3D Human Pose Estimation with a...
2017-05-03
Code
2
HMR
124.2
No
End-to-end Recovery of Human Shape and Pose
2017-12-18
Code
3
GeoRep
122.4
No
Weakly-Supervised 3D Human Pose Learning via Mul...
2020-03-17
-
4
Single-Shot Multi-Person
122.2
No
Single-Shot Multi-Person 3D Pose Estimation From...
2017-12-09
Code
5
Triangulation
118.4
No
On Triangulation as a Form of Self-Supervision f...
2022-03-29
-
6
Mehta
117.6
No
Monocular 3D Human Pose Estimation In The Wild U...
2016-11-29
-
7
PONet
115
No
PONet: Robust 3D Human Pose Estimation via Learn...
2021-12-21
-
8
GeoRep (semi-supervised)
113.8
No
Weakly-Supervised 3D Human Pose Learning via Mul...
2020-03-17
-
9
Pose Consensus (monocular)
112.1
No
Consensus-based Optimization for 3D Human Pose E...
2019-11-21
Code
10
GeoRep (fully-supervised)
110.8
No
Weakly-Supervised 3D Human Pose Learning via Mul...
2020-03-17
-
11
XFormer (HRNet)
109.8
No
XFormer: Fast and Accurate Monocular 3D Body Cap...
2023-05-18
-
12
EpipolarPose (fully-supervised)
108.99
No
Self-Supervised Learning of 3D Human Pose using ...
2019-03-06
Code
13
SPIN
105.2
No
Learning to Reconstruct 3D Human Pose and Shape ...
2019-09-27
Code
14
DSR
104.7
No
Learning to Regress Bodies from Images using Dif...
2021-10-07
Code
15
CanonPose
104
No
CanonPose: Self-Supervised Monocular 3D Human Po...
2020-11-30
Code
16
RSC-Net
103.36
No
3D Human Shape and Pose from a Single Low-Resolu...
2020-07-27
Code
17
DynaBOA
101.5
No
Out-of-Domain Human Mesh Reconstruction via Dyna...
2021-11-07
Code
18
EvoSkeleton
99.7
No
Cascaded deep monocular 3D human pose estimation...
2020-06-14
Code
19
XNect (SelecSLS)
98.4
No
XNect: Real-time Multi-Person 3D Motion Capture ...
2019-07-01
Code
20
RepNet (3DHP)
97.8
No
RepNet: Weakly Supervised Training of an Adversa...
2019-02-26
Code
21
DDT
97.8
No
DiffMesh: A Motion-aware Diffusion Framework for...
2023-03-23
-
22
TCMR (T=16 w/o 3DPW)
97.4
No
Beyond Static Features for Temporally Consistent...
2020-11-17
Code
23
MoCap-SPIN + PoseBERT
97.4
No
Leveraging MoCap Data for Human Mesh Recovery
2021-10-18
Code
24
TCMR (T=16 w/o H3.6M)
97.3
No
Beyond Static Features for Temporally Consistent...
2020-11-17
Code
25
DC-GNet
97.2
No
DC-GNet: Deep Mesh Relation Capturing Graph Conv...
2021-08-27
-
26
SSP-Net
96.8
No
SSP-Net: Scalable Sequential Pyramid Networks fo...
2020-09-04
-
27
MPS-Net (T=16)
96.7
No
Capturing Humans in Motion: Temporal-Attentive 3...
2022-03-16
-
28
VIBE
96.6
No
VIBE: Video Inference for Human Body Pose and Sh...
2019-12-11
Code
29
TePose (T=6 3DPW)
96.2
No
Live Stream Temporally Embedded 3D Human Body Po...
2022-07-25
Code
30
STR
95.3
No
Spatio-temporal Tendency Reasoning for Human Bod...
2022-10-07
-
31
LMR
94.6
No
Learning Local Recurrent Models for Human Mesh R...
2021-07-27
-
32
Self-Attentive
94.3
No
Self-Attentive 3D Human Pose and Shape Estimatio...
2021-03-26
-
33
TAPE (T=16)
94
No
TAPE: Temporal Attention-based Probabilistic hum...
2023-04-29
Code
34
GLoT
93.9
No
Global-to-Local Modeling for Video-based 3D Huma...
2023-03-26
Code
35
DST-VIBE
93.4
No
Deep Two-Stream Video Inference for Human Body P...
2021-10-22
-
36
Multi-view Temporal self-supervised
93
No
Learning Temporal 3D Human Pose Estimation with ...
2021-10-14
Code
37
RepNet (H36M)
92.5
No
RepNet: Weakly Supervised Training of an Adversa...
2019-02-26
Code
38
MargiPose (multi-crop)
91.3
No
3D Human Pose Estimation with 2D Marginal Heatmaps
2018-06-05
Code
39
HybrIK (HRNet-W48)
91
No
HybrIK-X: Hybrid Analytical-Neural Inverse Kinem...
2023-04-12
Code
40
HybrIK
91
No
HybrIK: A Hybrid Analytical-Neural Inverse Kinem...
2020-11-30
Code
41
IKOL
88.8
No
IKOL: Inverse kinematics optimization layer for ...
2023-02-02
Code
42
HybrIK-Transformer (HrNet-48)
86.2
No
3D Human Pose and Shape Estimation via HybrIK-Tr...
2023-02-09
Code
43
TAR (N=9)
85.9
No
Temporal-Aware Refinement for Video-based Human ...
2023-11-16
-
44
MAED
83.6
No
Encoder-decoder with Multi-level Attention for 3...
2021-09-06
Code
45
Trajectory Space Factorization (F=25)
79.8
No
Trajectory Space Factorization for Deep Video-Ba...
2019-08-22
Code
46
PoseTriplet
79.5
No
PoseTriplet: Co-evolving 3D Human Pose Estimatio...
2022-03-29
Code
47
PoseGU
79.1
No
PoseGU: 3D Human Pose Estimation with Novel Huma...
2022-07-07
-
48
Anatomy3D (T=243)
79.1
No
Anatomy-aware 3D Human Pose Estimation with Bone...
2020-02-24
Code
49
Anatomy3D (T=81)
78.8
No
Anatomy-aware 3D Human Pose Estimation with Bone...
2020-02-24
Code
50
PoseFormer (9 frames)
77.1
No
3D Human Pose Estimation with Spatial and Tempor...
2021-03-18
Code
51
HR-Net+ST-GCN+PoseAug
76.6
No
PoseAug: A Differentiable Pose Augmentation Fram...
2021-05-06
Code
52
CrossFormer
76.3
No
CrossFormer: Cross Spatio-Temporal Transformer f...
2022-03-24
Code
53
DG-Net (T=4)
76
No
Learning Dynamical Human-Joint Affinity for 3D P...
2021-09-15
-
54
HR-Net+VPose+PoseAug
73.2
No
PoseAug: A Differentiable Pose Augmentation Fram...
2021-05-06
Code
55
VPose+PoseAug
73
No
PoseAug: A Differentiable Pose Augmentation Fram...
2021-05-06
Code
56
ARTS (Resnet50 L=16)
71.8
No
ARTS: Semi-Analytical Regressor using Disentangl...
2024-10-21
Code
57
PoseAug (+Extra2D)
71.1
No
PoseAug: A Differentiable Pose Augmentation Fram...
2021-05-06
Code
58
UGCN
68.1
No
Motion Guided 3D Pose Estimation from Videos
2020-04-29
Code
59
PLIKS (HR48)
67.6
No
PLIKS: A Pseudo-Linear Inverse Kinematic Solver ...
2022-11-21
Code
60
PoseDA
61.3
No
Global Adaptation meets Local Generalization: Un...
2023-03-29
Code
61
MHFormer
58
No
MHFormer: Multi-Hypothesis Transformer for 3D Hu...
2021-11-24
Code
62
MixSTE (T=1)
57.9
No
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder fo...
2022-03-02
Code
63
ZeDO (S=50)
55.2
No
Back to Optimization: Diffusion-based Zero-Shot ...
2023-07-07
Code
64
MixSTE (T=27)
54.9
No
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder fo...
2022-03-02
Code
65
ConvFormer
53.6
No
ConvFormer: Parameter Reduction in Transformer M...
2023-04-04
Code
66
Ray3D (T=9 CPN H36M+HEva+3DHP)
46.6
No
Ray3D: ray-based 3D human pose estimation for mo...
2022-03-22
Code
67
(R50-224) LMT
45.87
No
Learnable human mesh triangulation for 3D human ...
2022-08-24
-
68
U-CondDGConv
42.5
No
Conditional Directed Graph Convolution for 3D Hu...
2021-07-16
Code
69
RTPCA
40.5
No
Refined Temporal Pyramidal Compression-and-Ampli...
2023-09-04
Code
70
LMT R152 384x384
33.7
No
Learnable human mesh triangulation for 3D human ...
2022-08-24
-
71
P-STMO (N=81)
32.2
No
P-STMO: Pre-Trained Spatial Temporal Many-to-One...
2022-03-15
Code
72
D3DP (N=243, H=20, K=20, J-Agg)
29.7
No
Diffusion-Based 3D Human Pose Estimation with Mu...
2023-03-21
Code
73
DiffPose
29.1
No
DiffPose: Toward More Reliable 3D Pose Estimation
2022-11-30
Code
74
HSTFormer (T=81)
28.3
No
HSTFormer: Hierarchical Spatial-Temporal Transfo...
2023-01-18
-
75
Fusionformer (f=9)
28.2
No
(Fusionformer):Exploiting the Joint Motion Syner...
2022-10-08
-
76
PoseFormerV2 (T=81)
27.8
No
PoseFormerV2: Exploring Frequency Domain for Eff...
2023-03-30
Code
77
GLA-GCN (T=81)
27.76
No
GLA-GCN: Global-local Adaptive Graph Convolution...
2023-07-12
Code
78
STCFormer (T=81)
23.1
No
-
-
Code
79
MotionAGFormer-XS (T=27)
19.2
No
MotionAGFormer: Enhancing 3D Human Pose Estimati...
2023-10-25
Code
80
MotionAGFormer-B (T=81)
18.2
No
MotionAGFormer: Enhancing 3D Human Pose Estimati...
2023-10-25
Code
81
TCPFormer (T=27)
17.8
No
TCPFormer: Learning Temporal Correlation with Im...
2025-01-03
Code
82
MotionAGFormer-S (T=81)
17.1
No
MotionAGFormer: Enhancing 3D Human Pose Estimati...
2023-10-25
Code
83
KTPFormer
16.7
No
KTPFormer: Kinematics and Trajectory Prior Knowl...
2024-03-31
Code
84
MotionAGFormer-L (T=81)
16.2
No
MotionAGFormer: Enhancing 3D Human Pose Estimati...
2023-10-25
Code
85
TCPFormer (T=81)
15
No
TCPFormer: Learning Temporal Correlation with Im...
2025-01-03
Code
#1
VNect (Augm.)
SOTA
124.7
MPJPE
· 2017-05-03
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera
Code
#2
HMR
124.2
MPJPE
· 2017-12-18
End-to-end Recovery of Human Shape and Pose
Code
#3
GeoRep
122.4
MPJPE
· 2020-03-17
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild
#4
Single-Shot Multi-Person
122.2
MPJPE
· 2017-12-09
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB
Code
#5
Triangulation
118.4
MPJPE
· 2022-03-29
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation
#6
Mehta
SOTA
117.6
MPJPE
· 2016-11-29
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision
#7
PONet
115
MPJPE
· 2021-12-21
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only
#8
GeoRep (semi-supervised)
113.8
MPJPE
· 2020-03-17
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild
#9
Pose Consensus (monocular)
112.1
MPJPE
· 2019-11-21
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates
Code
#10
GeoRep (fully-supervised)
110.8
MPJPE
· 2020-03-17
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild
#11
XFormer (HRNet)
109.8
MPJPE
· 2023-05-18
XFormer: Fast and Accurate Monocular 3D Body Capture
#12
EpipolarPose (fully-supervised)
108.99
MPJPE
· 2019-03-06
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry
Code
#13
SPIN
105.2
MPJPE
· 2019-09-27
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop
Code
#14
DSR
104.7
MPJPE
· 2021-10-07
Learning to Regress Bodies from Images using Differentiable Semantic Rendering
Code
#15
CanonPose
104
MPJPE
· 2020-11-30
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild
Code
#16
RSC-Net
103.36
MPJPE
· 2020-07-27
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning
Code
#17
DynaBOA
101.5
MPJPE
· 2021-11-07
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation
Code
#18
EvoSkeleton
99.7
MPJPE
· 2020-06-14
Cascaded deep monocular 3D human pose estimation with evolutionary training data
Code
#19
XNect (SelecSLS)
98.4
MPJPE
· 2019-07-01
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera
Code
#20
RepNet (3DHP)
97.8
MPJPE
· 2019-02-26
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation
Code
#21
DDT
97.8
MPJPE
· 2023-03-23
DiffMesh: A Motion-aware Diffusion Framework for Human Mesh Recovery from Videos
#22
TCMR (T=16 w/o 3DPW)
97.4
MPJPE
· 2020-11-17
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video
Code
#23
MoCap-SPIN + PoseBERT
97.4
MPJPE
· 2021-10-18
Leveraging MoCap Data for Human Mesh Recovery
Code
#24
TCMR (T=16 w/o H3.6M)
97.3
MPJPE
· 2020-11-17
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video
Code
#25
DC-GNet
97.2
MPJPE
· 2021-08-27
DC-GNet: Deep Mesh Relation Capturing Graph Convolution Network for 3D Human Shape Reconstruction
#26
SSP-Net
96.8
MPJPE
· 2020-09-04
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression
#27
MPS-Net (T=16)
96.7
MPJPE
· 2022-03-16
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video
#28
VIBE
96.6
MPJPE
· 2019-12-11
VIBE: Video Inference for Human Body Pose and Shape Estimation
Code
#29
TePose (T=6 3DPW)
96.2
MPJPE
· 2022-07-25
Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation
Code
#30
STR
95.3
MPJPE
· 2022-10-07
Spatio-temporal Tendency Reasoning for Human Body Pose and Shape Estimation from Videos
#31
LMR
94.6
MPJPE
· 2021-07-27
Learning Local Recurrent Models for Human Mesh Recovery
#32
Self-Attentive
94.3
MPJPE
· 2021-03-26
Self-Attentive 3D Human Pose and Shape Estimation from Videos
#33
TAPE (T=16)
94
MPJPE
· 2023-04-29
TAPE: Temporal Attention-based Probabilistic human pose and shape Estimation
Code
#34
GLoT
93.9
MPJPE
· 2023-03-26
Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation
Code
#35
DST-VIBE
93.4
MPJPE
· 2021-10-22
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation
#36
Multi-view Temporal self-supervised
93
MPJPE
· 2021-10-14
Learning Temporal 3D Human Pose Estimation with Pseudo-Labels
Code
#37
RepNet (H36M)
92.5
MPJPE
· 2019-02-26
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation
Code
#38
MargiPose (multi-crop)
91.3
MPJPE
· 2018-06-05
3D Human Pose Estimation with 2D Marginal Heatmaps
Code
#39
HybrIK (HRNet-W48)
91
MPJPE
· 2023-04-12
HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery
Code
#40
HybrIK
91
MPJPE
· 2020-11-30
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation
Code
#41
IKOL
88.8
MPJPE
· 2023-02-02
IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiation
Code
#42
HybrIK-Transformer (HrNet-48)
86.2
MPJPE
· 2023-02-09
3D Human Pose and Shape Estimation via HybrIK-Transformer
Code
#43
TAR (N=9)
85.9
MPJPE
· 2023-11-16
Temporal-Aware Refinement for Video-based Human Pose and Shape Recovery
#44
MAED
83.6
MPJPE
· 2021-09-06
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation
Code
#45
Trajectory Space Factorization (F=25)
79.8
MPJPE
· 2019-08-22
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation
Code
#46
PoseTriplet
79.5
MPJPE
· 2022-03-29
PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision
Code
#47
PoseGU
79.1
MPJPE
· 2022-07-07
PoseGU: 3D Human Pose Estimation with Novel Human Pose Generator and Unbiased Learning
#48
Anatomy3D (T=243)
79.1
MPJPE
· 2020-02-24
Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition
Code
#49
Anatomy3D (T=81)
78.8
MPJPE
· 2020-02-24
Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition
Code
#50
PoseFormer (9 frames)
77.1
MPJPE
· 2021-03-18
3D Human Pose Estimation with Spatial and Temporal Transformers
Code
#51
HR-Net+ST-GCN+PoseAug
76.6
MPJPE
· 2021-05-06
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation
Code
#52
CrossFormer
76.3
MPJPE
· 2022-03-24
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation
Code
#53
DG-Net (T=4)
76
MPJPE
· 2021-09-15
Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos
#54
HR-Net+VPose+PoseAug
73.2
MPJPE
· 2021-05-06
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation
Code
#55
VPose+PoseAug
73
MPJPE
· 2021-05-06
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation
Code
#56
ARTS (Resnet50 L=16)
71.8
MPJPE
· 2024-10-21
ARTS: Semi-Analytical Regressor using Disentangled Skeletal Representations for Human Mesh Recovery from Videos
Code
#57
PoseAug (+Extra2D)
71.1
MPJPE
· 2021-05-06
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation
Code
#58
UGCN
68.1
MPJPE
· 2020-04-29
Motion Guided 3D Pose Estimation from Videos
Code
#59
PLIKS (HR48)
67.6
MPJPE
· 2022-11-21
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation
Code
#60
PoseDA
61.3
MPJPE
· 2023-03-29
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation
Code
#61
MHFormer
58
MPJPE
· 2021-11-24
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation
Code
#62
MixSTE (T=1)
57.9
MPJPE
· 2022-03-02
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video
Code
#63
ZeDO (S=50)
55.2
MPJPE
· 2023-07-07
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation
Code
#64
MixSTE (T=27)
54.9
MPJPE
· 2022-03-02
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video
Code
#65
ConvFormer
53.6
MPJPE
· 2023-04-04
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention
Code
#66
Ray3D (T=9 CPN H36M+HEva+3DHP)
46.6
MPJPE
· 2022-03-22
Ray3D: ray-based 3D human pose estimation for monocular absolute 3D localization
Code
#67
(R50-224) LMT
45.87
MPJPE
· 2022-08-24
Learnable human mesh triangulation for 3D human pose and shape estimation
#68
U-CondDGConv
42.5
MPJPE
· 2021-07-16
Conditional Directed Graph Convolution for 3D Human Pose Estimation
Code
#69
RTPCA
40.5
MPJPE
· 2023-09-04
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation
Code
#70
LMT R152 384x384
33.7
MPJPE
· 2022-08-24
Learnable human mesh triangulation for 3D human pose and shape estimation
#71
P-STMO (N=81)
32.2
MPJPE
· 2022-03-15
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation
Code
#72
D3DP (N=243, H=20, K=20, J-Agg)
29.7
MPJPE
· 2023-03-21
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation
Code
#73
DiffPose
29.1
MPJPE
· 2022-11-30
DiffPose: Toward More Reliable 3D Pose Estimation
Code
#74
HSTFormer (T=81)
28.3
MPJPE
· 2023-01-18
HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose Estimation
#75
Fusionformer (f=9)
28.2
MPJPE
· 2022-10-08
(Fusionformer):Exploiting the Joint Motion Synergy with Fusion Network Based On Transformer for 3D Human Pose Estimation
#76
PoseFormerV2 (T=81)
27.8
MPJPE
· 2023-03-30
PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation
Code
#77
GLA-GCN (T=81)
27.76
MPJPE
· 2023-07-12
GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video
Code
#78
STCFormer (T=81)
23.1
MPJPE
No paper
Code
#79
MotionAGFormer-XS (T=27)
19.2
MPJPE
· 2023-10-25
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network
Code
#80
MotionAGFormer-B (T=81)
18.2
MPJPE
· 2023-10-25
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network
Code
#81
TCPFormer (T=27)
17.8
MPJPE
· 2025-01-03
TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation
Code
#82
MotionAGFormer-S (T=81)
17.1
MPJPE
· 2023-10-25
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network
Code
#83
KTPFormer
16.7
MPJPE
· 2024-03-31
KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation
Code
#84
MotionAGFormer-L (T=81)
16.2
MPJPE
· 2023-10-25
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network
Code
#85
TCPFormer (T=81)
15
MPJPE
· 2025-01-03
TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation
Code