1 Image, 2*2 Stitchi on 3DPW

Metric: MPJPE (higher is better)

LeaderboardDataset

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Results

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#	Model↕	MPJPE▼	Extra Data	Paper	Date↕	Code
1	HMR	130	No	End-to-end Recovery of Human Shape and Pose	2017-12-18	Code
2	HMMR (T=20)	116.5	No	Learning 3D Human Dynamics from Video	2018-12-04	Code
3	PoseTriplet	115	No	PoseTriplet: Co-evolving 3D Human Pose Estimatio...	2022-03-29	Code
4	BMP	104.1	No	Body Meshes as Points	2021-05-06	Code
5	SPIN	96.9	No	Learning to Reconstruct 3D Human Pose and Shape ...	2019-09-27	Code
6	RSC-Net	96.36	No	3D Human Shape and Pose from a Single Low-Resolu...	2020-07-27	Code
7	SHAPY (SMPL-X)	95.2	No	Accurate 3D Body Shape Regression using Metric a...	2022-06-14	Code
8	TCMR (T=16 w/o 3DPW)	95	No	Beyond Static Features for Temporally Consistent...	2020-11-17	Code
9	FrankMocap	94.3	No	FrankMocap: A Monocular 3D Whole-Body Pose Estim...	2021-08-13	Code
10	ExPose	93.4	No	Monocular Expressive Body Regression through Bod...	2020-08-20	Code
11	Prob3DHumans	90.9	No	Probabilistic 3D Human Shape and Pose Estimation...	2021-03-19	-
12	MoCap-SPIN + PoseBERT	89.4	No	Leveraging MoCap Data for Human Mesh Recovery	2021-10-18	Code
13	Wenshuo et a;.	89.4	No	Decomposed Human Motion Prior for Video Pose Est...	2023-05-30	-
14	GTRS	88.5	No	A Lightweight Graph Transformer Network for Huma...	2021-11-24	Code
15	PC-HMR	87.8	No	PC-HMR: Pose Calibration for 3D Human Mesh Recov...	2021-03-16	-
16	CLIFF	87.3	No	3D Human Reconstruction in the Wild with Synthet...	2024-03-17	-
17	MUG	87	No	MUG: Multi-human Graph Network for 3D Mesh Recon...	2022-05-25	-
18	THUNDR (WS)	86.8	No	THUNDR: Transformer-based 3D HUmaN Reconstructio...	2021-06-17	-
19	Hand4Whole	86.6	No	Accurate 3D Hand Pose Estimation for Whole-Body ...	2020-11-23	Code
20	TCMR (T=16 w/o H3.6M)	86.5	No	Beyond Static Features for Temporally Consistent...	2020-11-17	Code
21	DDT	85.9	No	DiffMesh: A Motion-aware Diffusion Framework for...	2023-03-23	-
22	Self-Attentive	85.8	No	Self-Attentive 3D Human Pose and Shape Estimatio...	2021-03-26	-
23	3DCrowdNet	85.8	No	Learning to Estimate Robust 3D Human Mesh from I...	2021-04-15	Code
24	DaNet-DensePose2SMPL	85.5	No	Learning 3D Human Shape and Pose from Dense Body...	2019-12-31	Code
25	STR	85.2	No	Spatio-temporal Tendency Reasoning for Human Bod...	2022-10-07	-
26	Hierarchical Probabilistic Humans	84.9	No	Hierarchical Kinematic Probability Distributions...	2021-10-03	Code
27	TUCH	84.9	No	On Self-Contact and Human Pose	2021-04-07	Code
28	TePose (T=6)	84.6	No	Live Stream Temporally Embedded 3D Human Body Po...	2022-07-25	Code
29	CycleAdapt (w/o 2D GT)	84.4	No	Cyclic Test-Time Adaptation on Monocular Video f...	2023-08-12	Code
30	MPS-Net (T=16)	84.3	No	Capturing Humans in Motion: Temporal-Attentive 3...	2022-03-16	-
31	HuManiFlow	83.9	No	HuManiFlow: Ancestor-Conditioned Normalising Flo...	2023-05-11	Code
32	CHOMP	83.7	No	Occluded Human Body Capture with Self-Supervised...	2022-07-12	Code
33	BeyondWeak	83.2	No	Beyond Weak Perspective for Monocular 3D Human P...	2020-09-14	-
34	VIBE	82.9	No	VIBE: Video Inference for Human Body Pose and Sh...	2019-12-11	Code
35	MION	81.98	No	Multi-initialization Optimization Network for Ac...	2021-12-24	-
36	MEEV	81.74	No	MEEV: Body Mesh Estimation On Egocentric Video	2022-10-21	Code
37	LMR	81.7	No	Learning Local Recurrent Models for Human Mesh R...	2021-07-27	-
38	HUND (FS+SS)	81.4	No	Neural Descent for Visual 3D Human Pose and Shape	2020-08-16	-
39	ZeDO (Cross Dataset)	80.9	No	Back to Optimization: Diffusion-based Zero-Shot ...	2023-07-07	Code
40	GLoT	80.7	No	Global-to-Local Modeling for Video-based 3D Huma...	2023-03-26	Code
41	TCFormer	80.6	No	Not All Tokens Are Equal: Human-centric Visual A...	2022-04-19	Code
42	FS+WS+OPT(KA+BA+S, 16 frames)	80.2	No	Weakly Supervised 3D Human Pose and Shape Recons...	2020-03-23	-
43	TAPE (T=16)	79.9	No	TAPE: Temporal Attention-based Probabilistic hum...	2023-04-29	Code
44	TRACE	79.1	No	TRACE: 5D Temporal Regression of Avatars with Dy...	2023-06-05	Code
45	SEFD	77.37	No	-	-	Code
46	BOA (w/ 2D GT)	77.2	No	Bilevel Online Adaptation for Out-of-Domain Huma...	2021-03-30	Code
47	PARE + HANet (T=101)	77.1	No	Kinematic-aware Hierarchical Attention Network f...	2022-11-29	Code
48	MotionBERT (Finetune)	76.9	No	MotionBERT: A Unified Perspective on Learning Hu...	2022-10-12	Code
49	DST-VIBE	76.7	No	Deep Two-Stream Video Inference for Human Body P...	2021-10-22	-
50	INT-2 (ResNet-50)	75.6	No	Capturing the motion of every joint: 3D human po...	2023-03-01	Code
51	DeciWatch-PARE	75.5	No	DeciWatch: A Simple Baseline for 10x Efficient 2...	2022-03-16	Code
52	SMPLer-X	75.2	No	SMPLer-X: Scaling Up Expressive Human Pose and S...	2023-09-29	Code
53	XFormer (HRNet)	75	No	XFormer: Fast and Accurate Monocular 3D Body Cap...	2023-05-18	-
54	POTTER	75	No	POTTER: Pooling Attention Transformer for Effici...	2023-03-23	Code
55	THUNDR	74.8	No	THUNDR: Transformer-based 3D HUmaN Reconstructio...	2021-06-17	-
56	OSX	74.7	No	One-Stage 3D Whole-Body Mesh Recovery with Compo...	2023-03-28	Code
57	PARE + HANet (T=51)	74.6	No	Kinematic-aware Hierarchical Attention Network f...	2022-11-29	Code
58	ImpHMR	74.3	No	Implicit 3D Human Mesh Recovery using Consistenc...	2023-06-30	-
59	HybrIK	74.1	No	HybrIK: A Hybrid Analytical-Neural Inverse Kinem...	2020-11-30	Code
60	SMPLer-L	73.7	No	SMPLer: Taming Transformers for Monocular 3D Hum...	2024-04-23	Code
61	HeatER	73.4	No	FeatER: An Efficient Network for Human Reconstru...	2022-05-30	Code
62	PSVT	73.1	No	PSVT: End-to-End Multi-person 3D Pose and Shape ...	2023-03-16	-
63	DeFormer	72.9	No	-	-	Code
64	RemoCap	72.7	No	RemoCap: Disentangled Representation Learning fo...	2024-05-21	-
65	HybridCap	72.1	No	HybridCap: Inertia-aid Monocular Capture of Chal...	2022-03-17	-
66	HybrIK (HRNet-W48)	71.6	No	HybrIK-X: Hybrid Analytical-Neural Inverse Kinem...	2023-04-12	Code
67	HybrIK-Transformer (HrNet-48)	71.6	No	3D Human Pose and Shape Estimation via HybrIK-Tr...	2023-02-09	Code
68	NIKI (Twist-and-Swing)	71.3	No	NIKI: Neural Inverse Kinematics with Invertible ...	2023-05-15	Code
69	IKOL	71.1	No	IKOL: Inverse kinematics optimization layer for ...	2023-02-02	Code
70	TokenHMR (SD + ITW + BL)	71	No	TokenHMR: Advancing Human Mesh Recovery with a T...	2024-04-25	Code
71	HMR 2.0	69.8	No	Humans in 4D: Reconstructing and Tracking Humans...	2023-05-31	Code
72	ZeDO (S=1,J=17)	69.7	No	Back to Optimization: Diffusion-based Zero-Shot ...	2023-07-07	Code
73	BioPose	69	No	BioPose: Biomechanically-accurate 3D Pose Estima...	2025-01-14	-
74	MotionBERT-HybrIK	68.8	No	MotionBERT: A Unified Perspective on Learning Hu...	2022-10-12	Code
75	MeTRAbs	68.8	No	MeTRAbs: Metric-Scale Truncation-Robust Heatmaps...	2020-07-12	Code
76	PostoMETRO (ResNet-50)	68.4	No	PostoMETRO: Pose Token Enhanced Mesh Transformer...	2024-03-19	-
77	GenHMR	68.1	No	GenHMR: Generative Human Mesh Recovery	2024-12-19	-
78	PostoMETRO (HRNet-w48)	67.7	No	PostoMETRO: Pose Token Enhanced Mesh Transformer...	2024-03-19	-
79	ARTS (Resnet50 L=16)	67.7	No	ARTS: Semi-Analytical Regressor using Disentangl...	2024-10-21	Code
80	PROM (CLIFF)	67.6	No	Learning Unorthogonalized Matrices for Rotation ...	2023-12-01	-
81	VirtualMarker	67.5	No	3D Human Mesh Estimation from Virtual Markers	2023-03-21	Code
82	Hulk(ViT-B)	67	No	Hulk: A Universal Knowledge Translator for Human...	2023-12-04	Code
83	Hulk(ViT-L)	66.3	No	Hulk: A Universal Knowledge Translator for Human...	2023-12-04	Code
84	MPT	65.9	No	MPT: Mesh Pre-Training with Transformers for Hum...	2022-11-24	Code
85	DynaBOA (w/ 2D GT)	65.5	No	Out-of-Domain Human Mesh Reconstruction via Dyna...	2021-11-07	Code
86	BoPR (HR-W48)	65.4	No	BoPR: Body-aware Part Regressor for Human Shape ...	2023-03-21	Code
87	CLIFF (3DPW+HumanWild+BEDLAM+AGORA)	65.2	No	3D Human Reconstruction in the Wild with Synthet...	2024-03-17	-
88	Zolly (HRNet-w48)	65	No	Zolly: Zoom Focal Length Correctly for Perspecti...	2023-03-24	Code
89	SEFD_GT	64.75	No	-	-	Code
90	CycleAdapt (w/ 2D GT)	64.7	No	Cyclic Test-Time Adaptation on Monocular Video f...	2023-08-12	Code
91	3DHR-Co (w/ 2D GT)	63.72	No	3DHR-Co: A Collaborative Test-time Refinement Fr...	2023-10-02	-
92	TAR (N=9)	62.7	No	Temporal-Aware Refinement for Video-based Human ...	2023-11-16	-
93	WHAM (ViT)	57.8	No	WHAM: Reconstructing World-grounded Humans with ...	2023-12-12	Code
94	ExtPose (-a, T=16)	54.2	No	-	-	-

#1HMRSOTA
130
MPJPE· 2017-12-18
End-to-end Recovery of Human Shape and Pose Code
#2HMMR (T=20)
116.5
MPJPE· 2018-12-04
Learning 3D Human Dynamics from Video Code
#3PoseTriplet
115
MPJPE· 2022-03-29
PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision Code
#4BMP
104.1
MPJPE· 2021-05-06
Body Meshes as Points Code
#5SPIN
96.9
MPJPE· 2019-09-27
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Code
#6RSC-Net
96.36
MPJPE· 2020-07-27
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning Code
#7SHAPY (SMPL-X)
95.2
MPJPE· 2022-06-14
Accurate 3D Body Shape Regression using Metric and Semantic Attributes Code
#8TCMR (T=16 w/o 3DPW)
95
MPJPE· 2020-11-17
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video Code
#9FrankMocap
94.3
MPJPE· 2021-08-13
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration Code
#10ExPose
93.4
MPJPE· 2020-08-20
Monocular Expressive Body Regression through Body-Driven Attention Code
#11Prob3DHumans
90.9
MPJPE· 2021-03-19
Probabilistic 3D Human Shape and Pose Estimation from Multiple Unconstrained Images in the Wild
#12MoCap-SPIN + PoseBERT
89.4
MPJPE· 2021-10-18
Leveraging MoCap Data for Human Mesh Recovery Code
#13Wenshuo et a;.
89.4
MPJPE· 2023-05-30
Decomposed Human Motion Prior for Video Pose Estimation via Adversarial Training
#14GTRS
88.5
MPJPE· 2021-11-24
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose Code
#15PC-HMR
87.8
MPJPE· 2021-03-16
PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos
#16CLIFF
87.3
MPJPE· 2024-03-17
3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models
#17MUG
87
MPJPE· 2022-05-25
MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose
#18THUNDR (WS)
86.8
MPJPE· 2021-06-17
THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers
#19Hand4Whole
86.6
MPJPE· 2020-11-23
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation Code
#20TCMR (T=16 w/o H3.6M)
86.5
MPJPE· 2020-11-17
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video Code
#21DDT
85.9
MPJPE· 2023-03-23
DiffMesh: A Motion-aware Diffusion Framework for Human Mesh Recovery from Videos
#22Self-Attentive
85.8
MPJPE· 2021-03-26
Self-Attentive 3D Human Pose and Shape Estimation from Videos
#233DCrowdNet
85.8
MPJPE· 2021-04-15
Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes Code
#24DaNet-DensePose2SMPL
85.5
MPJPE· 2019-12-31
Learning 3D Human Shape and Pose from Dense Body Parts Code
#25STR
85.2
MPJPE· 2022-10-07
Spatio-temporal Tendency Reasoning for Human Body Pose and Shape Estimation from Videos
#26Hierarchical Probabilistic Humans
84.9
MPJPE· 2021-10-03
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild Code
#27TUCH
84.9
MPJPE· 2021-04-07
On Self-Contact and Human Pose Code
#28TePose (T=6)
84.6
MPJPE· 2022-07-25
Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation Code
#29CycleAdapt (w/o 2D GT)
84.4
MPJPE· 2023-08-12
Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction Code
#30MPS-Net (T=16)
84.3
MPJPE· 2022-03-16
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video
#31HuManiFlow
83.9
MPJPE· 2023-05-11
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation Code
#32CHOMP
83.7
MPJPE· 2022-07-12
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior Code
#33BeyondWeak
83.2
MPJPE· 2020-09-14
Beyond Weak Perspective for Monocular 3D Human Pose Estimation
#34VIBE
82.9
MPJPE· 2019-12-11
VIBE: Video Inference for Human Body Pose and Shape Estimation Code
#35MION
81.98
MPJPE· 2021-12-24
Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation
#36MEEV
81.74
MPJPE· 2022-10-21
MEEV: Body Mesh Estimation On Egocentric Video Code
#37LMR
81.7
MPJPE· 2021-07-27
Learning Local Recurrent Models for Human Mesh Recovery
#38HUND (FS+SS)
81.4
MPJPE· 2020-08-16
Neural Descent for Visual 3D Human Pose and Shape
#39ZeDO (Cross Dataset)
80.9
MPJPE· 2023-07-07
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation Code
#40GLoT
80.7
MPJPE· 2023-03-26
Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation Code
#41TCFormer
80.6
MPJPE· 2022-04-19
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer Code
#42FS+WS+OPT(KA+BA+S, 16 frames)
80.2
MPJPE· 2020-03-23
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows
#43TAPE (T=16)
79.9
MPJPE· 2023-04-29
TAPE: Temporal Attention-based Probabilistic human pose and shape Estimation Code
#44TRACE
79.1
MPJPE· 2023-06-05
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments Code
#45SEFD
77.37
MPJPE
No paperCode
#46BOA (w/ 2D GT)
77.2
MPJPE· 2021-03-30
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction Code
#47PARE + HANet (T=101)
77.1
MPJPE· 2022-11-29
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos Code
#48MotionBERT (Finetune)
76.9
MPJPE· 2022-10-12
MotionBERT: A Unified Perspective on Learning Human Motion Representations Code
#49DST-VIBE
76.7
MPJPE· 2021-10-22
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation
#50INT-2 (ResNet-50)
75.6
MPJPE· 2023-03-01
Capturing the motion of every joint: 3D human pose and shape estimation with independent tokens Code
#51DeciWatch-PARE
75.5
MPJPE· 2022-03-16
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation Code
#52SMPLer-X
75.2
MPJPE· 2023-09-29
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation Code
#53XFormer (HRNet)
75
MPJPE· 2023-05-18
XFormer: Fast and Accurate Monocular 3D Body Capture
#54POTTER
75
MPJPE· 2023-03-23
POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery Code
#55THUNDR
74.8
MPJPE· 2021-06-17
THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers
#56OSX
74.7
MPJPE· 2023-03-28
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer Code
#57PARE + HANet (T=51)
74.6
MPJPE· 2022-11-29
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos Code
#58ImpHMR
74.3
MPJPE· 2023-06-30
Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view
#59HybrIK
74.1
MPJPE· 2020-11-30
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation Code
#60SMPLer-L
73.7
MPJPE· 2024-04-23
SMPLer: Taming Transformers for Monocular 3D Human Shape and Pose Estimation Code
#61HeatER
73.4
MPJPE· 2022-05-30
FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER Code
#62PSVT
73.1
MPJPE· 2023-03-16
PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers
#63DeFormer
72.9
MPJPE
No paperCode
#64RemoCap
72.7
MPJPE· 2024-05-21
RemoCap: Disentangled Representation Learning for Motion Capture
#65HybridCap
72.1
MPJPE· 2022-03-17
HybridCap: Inertia-aid Monocular Capture of Challenging Human Motions
#66HybrIK (HRNet-W48)
71.6
MPJPE· 2023-04-12
HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery Code
#67HybrIK-Transformer (HrNet-48)
71.6
MPJPE· 2023-02-09
3D Human Pose and Shape Estimation via HybrIK-Transformer Code
#68NIKI (Twist-and-Swing)
71.3
MPJPE· 2023-05-15
NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape Estimation Code
#69IKOL
71.1
MPJPE· 2023-02-02
IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiation Code
#70TokenHMR (SD + ITW + BL)
71
MPJPE· 2024-04-25
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation Code
#71HMR 2.0
69.8
MPJPE· 2023-05-31
Humans in 4D: Reconstructing and Tracking Humans with Transformers Code
#72ZeDO (S=1,J=17)
69.7
MPJPE· 2023-07-07
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation Code
#73BioPose
69
MPJPE· 2025-01-14
BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos
#74MotionBERT-HybrIK
68.8
MPJPE· 2022-10-12
MotionBERT: A Unified Perspective on Learning Human Motion Representations Code
#75MeTRAbs
68.8
MPJPE· 2020-07-12
MeTRAbs: Metric-Scale Truncation-Robust Heatmaps for Absolute 3D Human Pose Estimation Code
#76PostoMETRO (ResNet-50)
68.4
MPJPE· 2024-03-19
PostoMETRO: Pose Token Enhanced Mesh Transformer for Robust 3D Human Mesh Recovery
#77GenHMR
68.1
MPJPE· 2024-12-19
GenHMR: Generative Human Mesh Recovery
#78PostoMETRO (HRNet-w48)
67.7
MPJPE· 2024-03-19
PostoMETRO: Pose Token Enhanced Mesh Transformer for Robust 3D Human Mesh Recovery
#79ARTS (Resnet50 L=16)
67.7
MPJPE· 2024-10-21
ARTS: Semi-Analytical Regressor using Disentangled Skeletal Representations for Human Mesh Recovery from Videos Code
#80PROM (CLIFF)
67.6
MPJPE· 2023-12-01
Learning Unorthogonalized Matrices for Rotation Estimation
#81VirtualMarker
67.5
MPJPE· 2023-03-21
3D Human Mesh Estimation from Virtual Markers Code
#82Hulk(ViT-B)
67
MPJPE· 2023-12-04
Hulk: A Universal Knowledge Translator for Human-Centric Tasks Code
#83Hulk(ViT-L)
66.3
MPJPE· 2023-12-04
Hulk: A Universal Knowledge Translator for Human-Centric Tasks Code
#84MPT
65.9
MPJPE· 2022-11-24
MPT: Mesh Pre-Training with Transformers for Human Pose and Mesh Reconstruction Code
#85DynaBOA (w/ 2D GT)
65.5
MPJPE· 2021-11-07
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation Code
#86BoPR (HR-W48)
65.4
MPJPE· 2023-03-21
BoPR: Body-aware Part Regressor for Human Shape and Pose Estimation Code
#87CLIFF (3DPW+HumanWild+BEDLAM+AGORA)
65.2
MPJPE· 2024-03-17
3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models
#88Zolly (HRNet-w48)
65
MPJPE· 2023-03-24
Zolly: Zoom Focal Length Correctly for Perspective-Distorted Human Mesh Reconstruction Code
#89SEFD_GT
64.75
MPJPE
No paperCode
#90CycleAdapt (w/ 2D GT)
64.7
MPJPE· 2023-08-12
Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction Code
#913DHR-Co (w/ 2D GT)
63.72
MPJPE· 2023-10-02
3DHR-Co: A Collaborative Test-time Refinement Framework for In-the-Wild 3D Human-Body Reconstruction Task
#92TAR (N=9)
62.7
MPJPE· 2023-11-16
Temporal-Aware Refinement for Video-based Human Pose and Shape Recovery
#93WHAM (ViT)
57.8
MPJPE· 2023-12-12
WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion Code
#94ExtPose (-a, T=16)
54.2
MPJPE
No paper