3D on MPI-INF-3DHP

Metric: PCK (higher is better)

LeaderboardDataset

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Results

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#	Model↕	PCK▼	Augmentations	Paper	Date↕	Code
1	LMT R152 384x384	99.37	No	Learnable human mesh triangulation for 3D human ...	2022-08-24	-
2	TCPFormer (T=81)	99	No	TCPFormer: Learning Temporal Correlation with Im...	2025-01-03	Code
3	KTPFormer	98.9	No	KTPFormer: Kinematics and Trajectory Prior Knowl...	2024-03-31	Code
4	RTPCA	98.8	No	Refined Temporal Pyramidal Compression-and-Ampli...	2023-09-04	Code
5	TCPFormer (T=27)	98.7	No	TCPFormer: Learning Temporal Correlation with Im...	2025-01-03	Code
6	STCFormer (T=81)	98.7	No	-	-	Code
7	GLA-GCN (T=81)	98.53	No	GLA-GCN: Global-local Adaptive Graph Convolution...	2023-07-12	Code
8	MotionAGFormer-S (T=81)	98.3	No	MotionAGFormer: Enhancing 3D Human Pose Estimati...	2023-10-25	Code
9	MotionAGFormer-B (T=81)	98.3	No	MotionAGFormer: Enhancing 3D Human Pose Estimati...	2023-10-25	Code
10	MotionAGFormer-L (T=81)	98.2	No	MotionAGFormer: Enhancing 3D Human Pose Estimati...	2023-10-25	Code
11	MotionAGFormer-XS (T=27)	98.2	No	MotionAGFormer: Enhancing 3D Human Pose Estimati...	2023-10-25	Code
12	HSTFormer (T=81)	98	No	HSTFormer: Hierarchical Spatial-Temporal Transfo...	2023-01-18	-
13	DiffPose	98	No	DiffPose: Toward More Reliable 3D Pose Estimation	2022-11-30	Code
14	PoseFormerV2 (T=81)	97.9	No	PoseFormerV2: Exploring Frequency Domain for Eff...	2023-03-30	Code
15	Fusionformer (f=9)	97.9	No	(Fusionformer):Exploiting the Joint Motion Syner...	2022-10-08	-
16	P-STMO (N=81)	97.9	No	P-STMO: Pre-Trained Spatial Temporal Many-to-One...	2022-03-15	Code
17	U-CondDGConv	97.9	No	Conditional Directed Graph Convolution for 3D Hu...	2021-07-16	Code
18	D3DP (N=243, H=20, K=20, J-Agg)	97.7	No	Diffusion-Based 3D Human Pose Estimation with Mu...	2023-03-21	Code
19	(R50-224) LMT	96.59	No	Learnable human mesh triangulation for 3D human ...	2022-08-24	-
20	ConvFormer	96.4	No	ConvFormer: Parameter Reduction in Transformer M...	2023-04-04	Code
21	MixSTE (T=27)	94.4	No	MixSTE: Seq2seq Mixed Spatio-Temporal Encoder fo...	2022-03-02	Code
22	MixSTE (T=1)	94.2	No	MixSTE: Seq2seq Mixed Spatio-Temporal Encoder fo...	2022-03-02	Code
23	MHFormer	93.8	No	MHFormer: Multi-Hypothesis Transformer for 3D Hu...	2021-11-24	Code
24	Explicit Compositional Depth Maps	93.2	No	-	-	-
25	ZeDO (S=50)	93	No	Back to Optimization: Diffusion-based Zero-Shot ...	2023-07-07	Code
26	SPIN (Rigid Alignment)	92.5	No	Learning to Reconstruct 3D Human Pose and Shape ...	2019-09-27	Code
27	PoseDA	92.1	No	Global Adaptation meets Local Generalization: Un...	2023-03-29	Code
28	Self-Attentive	90.1	No	Self-Attentive 3D Human Pose and Shape Estimatio...	2021-03-26	-
29	VIBE	89.3	No	VIBE: Video Inference for Human Body Pose and Sh...	2019-12-11	Code
30	PoseAug (+Extra2D)	89.2	No	PoseAug: A Differentiable Pose Augmentation Fram...	2021-05-06	Code
31	CrossFormer	89.1	No	CrossFormer: Cross Spatio-Temporal Transformer f...	2022-03-24	Code
32	PoseTriplet	89.1	No	PoseTriplet: Co-evolving 3D Human Pose Estimatio...	2022-03-29	Code
33	VPose+PoseAug	88.6	No	PoseAug: A Differentiable Pose Augmentation Fram...	2021-05-06	Code
34	PoseFormer (9 frames)	88.6	No	3D Human Pose Estimation with Spatial and Tempor...	2021-03-18	Code
35	HybrIK-Transformer (HrNet-48)	88.6	No	3D Human Pose and Shape Estimation via HybrIK-Tr...	2023-02-09	Code
36	Anatomy3D (T=81)	87.9	No	Anatomy-aware 3D Human Pose Estimation with Bone...	2020-02-24	Code
37	IKOL	87.9	No	IKOL: Inverse kinematics optimization layer for ...	2023-02-02	Code
38	Anatomy3D (T=243)	87.8	No	Anatomy-aware 3D Human Pose Estimation with Bone...	2020-02-24	Code
39	HybrIK	87.5	No	HybrIK: A Hybrid Analytical-Neural Inverse Kinem...	2020-11-30	Code
40	DC-GCT	87.5	No	Double-chain Constraints for 3D Human Pose Estim...	2023-08-10	Code
41	HybrIK (HRNet-W48)	87.1	No	HybrIK-X: Hybrid Analytical-Neural Inverse Kinem...	2023-04-12	Code
42	UGCN	86.9	No	Motion Guided 3D Pose Estimation from Videos	2020-04-29	Code
43	GFPose (HPJ2D-000, S=200)	86.9	No	GFPose: Learning 3D Human Pose Prior with Gradie...	2022-12-16	Code
44	HTNet	86.7	No	HTNet: Human Topology Aware Network for 3D Human...	2023-02-20	Code
45	PoseGU	86.3	No	PoseGU: 3D Human Pose Estimation with Novel Huma...	2022-07-07	-
46	LInKs	86.3	No	LInKs "Lifting Independent Keypoints" -- Partial...	2023-09-13	-
47	Modulated-GCN	86.1	No	-	-	Code
48	Regular Splitting Graph Network	85.6	No	Regular Splitting Graph Network for 3D Human Pos...	2023-05-09	Code
49	MargiPose (multi-crop)	85.4	No	3D Human Pose Estimation with 2D Marginal Heatmaps	2018-06-05	Code
50	HGN	85.2	No	Hierarchical Graph Networks for 3D Human Pose Es...	2021-11-23	Code
51	Probabilistic Monocular	84.3	No	Probabilistic Monocular 3D Human Pose Estimation...	2021-07-29	Code
52	Spatio-Temporal Network (T=128)	84.1	No	3D Human Pose Estimation using Spatio-Temporal N...	2020-04-07	-
53	PoseLifter	84	No	PoseLifter: Absolute 3D human pose lifting netwo...	2019-10-26	Code
54	Trajectory Space Factorization (F=25)	83.6	No	Trajectory Space Factorization for Deep Video-Ba...	2019-08-22	Code
55	SSP-Net	83.2	No	SSP-Net: Scalable Sequential Pyramid Networks fo...	2020-09-04	-
56	XNect (SelecSLS)	82.8	No	XNect: Real-time Multi-Person 3D Motion Capture ...	2019-07-01	Code
57	RepNet (3DHP)	82.5	No	RepNet: Weakly Supervised Training of an Adversa...	2019-02-26	Code
58	Skeletal GNN	82.1	No	Learning Skeletal Graph Neural Networks for Hard...	2021-08-16	-
59	RepNet (H36M)	81.8	No	RepNet: Weakly Supervised Training of an Adversa...	2019-02-26	Code
60	EvoSkeleton	81.2	No	Cascaded deep monocular 3D human pose estimation...	2020-06-14	Code
61	Multi-view Temporal self-supervised	81	No	Learning Temporal 3D Human Pose Estimation with ...	2021-10-14	Code
62	Pose Consensus (monocular)	80.6	No	Consensus-based Optimization for 3D Human Pose E...	2019-11-21	Code
63	ContextPose	80.5	No	Context Modeling in 3D Human Pose Estimation: A ...	2021-03-29	Code
64	GeoRep (fully-supervised)	80.2	No	Weakly-Supervised 3D Human Pose Learning via Mul...	2020-03-17	-
65	Graph Stacked Hourglass Network	80.1	No	Graph Stacked Hourglass Networks for 3D Human Po...	2021-03-30	Code
66	DynaBOA	79.5	No	Out-of-Domain Human Mesh Reconstruction via Dyna...	2021-11-07	Code
67	VNect (ResNet 50 GT)	79.4	No	VNect: Real-time 3D Human Pose Estimation with a...	2017-05-03	Code
68	WSGAN	79.3	No	Weakly Supervised Generative Network for Multipl...	2020-08-13	Code
69	Kinematic-Structure-Preserved Representation	79.2	No	Kinematic-Structure-Preserved Representation for...	2020-06-24	-
70	GeoRep (semi-supervised)	79.1	No	Weakly-Supervised 3D Human Pose Learning via Mul...	2020-03-17	-
71	TIPSy-GAN (GT)	78	No	"Teaching Independent Parts Separately" (TIPSy-G...	2022-05-12	-
72	SRNET	77.6	No	SRNet: Improving Generalization in 3D Human Pose...	2020-07-18	Code
73	EpipolarPose (fully-supervised)	77.5	No	Self-Supervised Learning of 3D Human Pose using ...	2019-03-06	Code
74	CanonPose	77	No	CanonPose: Self-Supervised Monocular 3D Human Po...	2020-11-30	Code
75	VNect (Augm.)	76.6	No	VNect: Real-time 3D Human Pose Estimation with a...	2017-05-03	Code
76	GeoRep	76.5	No	Weakly-Supervised 3D Human Pose Learning via Mul...	2020-03-17	-
77	SPIN	76.4	No	Learning to Reconstruct 3D Human Pose and Shape ...	2019-09-27	Code
78	PONet	76.1	No	PONet: Robust 3D Human Pose Estimation via Learn...	2021-12-21	-
79	Mehta	75.7	No	Monocular 3D Human Pose Estimation In The Wild U...	2016-11-29	-
80	HEMlets Pose	75.3	No	HEMlets Pose: Learning Part-Centric Heatmap Trip...	2019-10-26	-
81	Single-Shot Multi-Person	75.2	No	Single-Shot Multi-Person 3D Pose Estimation From...	2017-12-09	Code
82	Triangulation	73.4	No	On Triangulation as a Form of Self-Supervision f...	2022-03-29	-
83	HMR	72.9	No	End-to-end Recovery of Human Shape and Pose	2017-12-18	Code
84	Ordinal Depth Supervision	71.9	No	Ordinal Depth Supervision for 3D Human Pose Esti...	2018-05-10	Code
85	Stereoscopic View Synthesis Subnetwork	71.2	No	Generalizing Monocular 3D Human Pose Estimation ...	2019-04-11	Code
86	2D-3D Lifting Network	71.1	No	Unsupervised 3D Pose Estimation with Geometric S...	2019-04-09	-
87	Adversarial Learning	69	No	3D Human Pose Estimation in the Wild by Adversar...	2018-03-26	-
88	ITES-TS	68.2	No	Invariant Teacher and Equivariant Student for Un...	2020-12-17	Code
89	MDM	67.9	No	Generating Multiple Hypotheses for 3D Human Pose...	2019-04-11	Code
90	SVMAC	66.5	No	SVMAC: Unsupervised 3D Human Pose Estimation fro...	2021-06-10	-
91	Mehta	64.7	No	Monocular 3D Human Pose Estimation In The Wild U...	2016-11-29	-
92	OriNet	64.6	No	OriNet: A Fully Convolutional Network for 3D Hum...	2018-11-12	Code

#1LMT R152 384x384SOTA
99.37
PCK· 2022-08-24
Learnable human mesh triangulation for 3D human pose and shape estimation
#2TCPFormer (T=81)
99
PCK· 2025-01-03
TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation Code
#3KTPFormer
98.9
PCK· 2024-03-31
KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation Code
#4RTPCA
98.8
PCK· 2023-09-04
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation Code
#5TCPFormer (T=27)
98.7
PCK· 2025-01-03
TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation Code
#6STCFormer (T=81)
98.7
PCK
No paperCode
#7GLA-GCN (T=81)
98.53
PCK· 2023-07-12
GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video Code
#8MotionAGFormer-S (T=81)
98.3
PCK· 2023-10-25
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network Code
#9MotionAGFormer-B (T=81)
98.3
PCK· 2023-10-25
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network Code
#10MotionAGFormer-L (T=81)
98.2
PCK· 2023-10-25
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network Code
#11MotionAGFormer-XS (T=27)
98.2
PCK· 2023-10-25
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network Code
#12HSTFormer (T=81)
98
PCK· 2023-01-18
HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose Estimation
#13DiffPose
98
PCK· 2022-11-30
DiffPose: Toward More Reliable 3D Pose Estimation Code
#14PoseFormerV2 (T=81)
97.9
PCK· 2023-03-30
PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation Code
#15Fusionformer (f=9)
97.9
PCK· 2022-10-08
(Fusionformer):Exploiting the Joint Motion Synergy with Fusion Network Based On Transformer for 3D Human Pose Estimation
#16P-STMO (N=81)
97.9
PCK· 2022-03-15
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation Code
#17U-CondDGConvSOTA
97.9
PCK· 2021-07-16
Conditional Directed Graph Convolution for 3D Human Pose Estimation Code
#18D3DP (N=243, H=20, K=20, J-Agg)
97.7
PCK· 2023-03-21
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation Code
#19(R50-224) LMT
96.59
PCK· 2022-08-24
Learnable human mesh triangulation for 3D human pose and shape estimation
#20ConvFormer
96.4
PCK· 2023-04-04
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention Code
#21MixSTE (T=27)
94.4
PCK· 2022-03-02
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video Code
#22MixSTE (T=1)
94.2
PCK· 2022-03-02
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video Code
#23MHFormer
93.8
PCK· 2021-11-24
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Code
#24Explicit Compositional Depth Maps
93.2
PCK
No paper
#25ZeDO (S=50)
93
PCK· 2023-07-07
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation Code
#26SPIN (Rigid Alignment)SOTA
92.5
PCK· 2019-09-27
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Code
#27PoseDA
92.1
PCK· 2023-03-29
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation Code
#28Self-Attentive
90.1
PCK· 2021-03-26
Self-Attentive 3D Human Pose and Shape Estimation from Videos
#29VIBE
89.3
PCK· 2019-12-11
VIBE: Video Inference for Human Body Pose and Shape Estimation Code
#30PoseAug (+Extra2D)
89.2
PCK· 2021-05-06
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation Code
#31CrossFormer
89.1
PCK· 2022-03-24
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation Code
#32PoseTriplet
89.1
PCK· 2022-03-29
PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision Code
#33VPose+PoseAug
88.6
PCK· 2021-05-06
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation Code
#34PoseFormer (9 frames)
88.6
PCK· 2021-03-18
3D Human Pose Estimation with Spatial and Temporal Transformers Code
#35HybrIK-Transformer (HrNet-48)
88.6
PCK· 2023-02-09
3D Human Pose and Shape Estimation via HybrIK-Transformer Code
#36Anatomy3D (T=81)
87.9
PCK· 2020-02-24
Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition Code
#37IKOL
87.9
PCK· 2023-02-02
IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiation Code
#38Anatomy3D (T=243)
87.8
PCK· 2020-02-24
Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition Code
#39HybrIK
87.5
PCK· 2020-11-30
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation Code
#40DC-GCT
87.5
PCK· 2023-08-10
Double-chain Constraints for 3D Human Pose Estimation in Images and Videos Code
#41HybrIK (HRNet-W48)
87.1
PCK· 2023-04-12
HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery Code
#42UGCN
86.9
PCK· 2020-04-29
Motion Guided 3D Pose Estimation from Videos Code
#43GFPose (HPJ2D-000, S=200)
86.9
PCK· 2022-12-16
GFPose: Learning 3D Human Pose Prior with Gradient Fields Code
#44HTNet
86.7
PCK· 2023-02-20
HTNet: Human Topology Aware Network for 3D Human Pose Estimation Code
#45PoseGU
86.3
PCK· 2022-07-07
PoseGU: 3D Human Pose Estimation with Novel Human Pose Generator and Unbiased Learning
#46LInKs
86.3
PCK· 2023-09-13
LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation
#47Modulated-GCN
86.1
PCK
No paperCode
#48Regular Splitting Graph Network
85.6
PCK· 2023-05-09
Regular Splitting Graph Network for 3D Human Pose Estimation Code
#49MargiPose (multi-crop)SOTA
85.4
PCK· 2018-06-05
3D Human Pose Estimation with 2D Marginal Heatmaps Code
#50HGN
85.2
PCK· 2021-11-23
Hierarchical Graph Networks for 3D Human Pose Estimation Code
#51Probabilistic Monocular
84.3
PCK· 2021-07-29
Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows Code
#52Spatio-Temporal Network (T=128)
84.1
PCK· 2020-04-07
3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training
#53PoseLifter
84
PCK· 2019-10-26
PoseLifter: Absolute 3D human pose lifting network from a single noisy 2D human pose Code
#54Trajectory Space Factorization (F=25)
83.6
PCK· 2019-08-22
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation Code
#55SSP-Net
83.2
PCK· 2020-09-04
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression
#56XNect (SelecSLS)
82.8
PCK· 2019-07-01
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera Code
#57RepNet (3DHP)
82.5
PCK· 2019-02-26
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation Code
#58Skeletal GNN
82.1
PCK· 2021-08-16
Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation
#59RepNet (H36M)
81.8
PCK· 2019-02-26
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation Code
#60EvoSkeleton
81.2
PCK· 2020-06-14
Cascaded deep monocular 3D human pose estimation with evolutionary training data Code
#61Multi-view Temporal self-supervised
81
PCK· 2021-10-14
Learning Temporal 3D Human Pose Estimation with Pseudo-Labels Code
#62Pose Consensus (monocular)
80.6
PCK· 2019-11-21
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates Code
#63ContextPose
80.5
PCK· 2021-03-29
Context Modeling in 3D Human Pose Estimation: A Unified Perspective Code
#64GeoRep (fully-supervised)
80.2
PCK· 2020-03-17
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild
#65Graph Stacked Hourglass Network
80.1
PCK· 2021-03-30
Graph Stacked Hourglass Networks for 3D Human Pose Estimation Code
#66DynaBOA
79.5
PCK· 2021-11-07
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation Code
#67VNect (ResNet 50 GT)SOTA
79.4
PCK· 2017-05-03
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera Code
#68WSGAN
79.3
PCK· 2020-08-13
Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses Code
#69Kinematic-Structure-Preserved Representation
79.2
PCK· 2020-06-24
Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation
#70GeoRep (semi-supervised)
79.1
PCK· 2020-03-17
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild
#71TIPSy-GAN (GT)
78
PCK· 2022-05-12
"Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose Estimation
#72SRNET
77.6
PCK· 2020-07-18
SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach Code
#73EpipolarPose (fully-supervised)
77.5
PCK· 2019-03-06
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry Code
#74CanonPose
77
PCK· 2020-11-30
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild Code
#75VNect (Augm.)
76.6
PCK· 2017-05-03
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera Code
#76GeoRep
76.5
PCK· 2020-03-17
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild
#77SPIN
76.4
PCK· 2019-09-27
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Code
#78PONet
76.1
PCK· 2021-12-21
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only
#79MehtaSOTA
75.7
PCK· 2016-11-29
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision
#80HEMlets Pose
75.3
PCK· 2019-10-26
HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation
#81Single-Shot Multi-Person
75.2
PCK· 2017-12-09
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB Code
#82Triangulation
73.4
PCK· 2022-03-29
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation
#83HMR
72.9
PCK· 2017-12-18
End-to-end Recovery of Human Shape and Pose Code
#84Ordinal Depth Supervision
71.9
PCK· 2018-05-10
Ordinal Depth Supervision for 3D Human Pose Estimation Code
#85Stereoscopic View Synthesis Subnetwork
71.2
PCK· 2019-04-11
Generalizing Monocular 3D Human Pose Estimation in the Wild Code
#862D-3D Lifting Network
71.1
PCK· 2019-04-09
Unsupervised 3D Pose Estimation with Geometric Self-Supervision
#87Adversarial Learning
69
PCK· 2018-03-26
3D Human Pose Estimation in the Wild by Adversarial Learning
#88ITES-TS
68.2
PCK· 2020-12-17
Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation Code
#89MDM
67.9
PCK· 2019-04-11
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network Code
#90SVMAC
66.5
PCK· 2021-06-10
SVMAC: Unsupervised 3D Human Pose Estimation from a Single Image with Single-view-multi-angle Consistency
#91Mehta
64.7
PCK· 2016-11-29
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision
#92OriNet
64.6
PCK· 2018-11-12
OriNet: A Fully Convolutional Network for 3D Human Pose Estimation Code