3D on MPI-INF-3DHP

Metric: PA-MPJPE (higher is better)

LeaderboardDataset

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Results

#	Model↕	PA-MPJPE▼	Augmentations	Paper	Date↕	Code
1	HMR	89.8	No	End-to-end Recovery of Human Shape and Pose	2017-12-18	Code
2	RSC-Net	70.01	No	3D Human Shape and Pose from a Single Low-Resolu...	2020-07-27	Code
3	SPIN (Rigid Alignment)	67.5	No	Learning to Reconstruct 3D Human Pose and Shape ...	2019-09-27	Code
4	EFT	67.5	No	Exemplar Fine-Tuning for 3D Human Model Fitting ...	2020-04-07	Code
5	DSR	66.7	No	Learning to Regress Bodies from Images using Dif...	2021-10-07	Code
6	DynaBOA	66.1	No	Out-of-Domain Human Mesh Reconstruction via Dyna...	2021-11-07	Code
7	DDT	65.4	No	DiffMesh: A Motion-aware Diffusion Framework for...	2023-03-23	-
8	VIBE	64.6	No	VIBE: Video Inference for Human Body Pose and Sh...	2019-12-11	Code
9	XFormer (HRNet)	64.5	No	XFormer: Fast and Accurate Monocular 3D Body Cap...	2023-05-18	-
10	TCMR (T=16 w/o H3.6M)	63.5	No	Beyond Static Features for Temporally Consistent...	2020-11-17	Code
11	MoCap-SPIN + PoseBERT	63.3	No	Leveraging MoCap Data for Human Mesh Recovery	2021-10-18	Code
12	TePose (T=6 3DPW)	63.1	No	Live Stream Temporally Embedded 3D Human Body Po...	2022-07-25	Code
13	MPS-Net (T=16)	62.8	No	Capturing Humans in Motion: Temporal-Attentive 3...	2022-03-16	-
14	TCMR (T=16 w/o 3DPW)	62.8	No	Beyond Static Features for Temporally Consistent...	2020-11-17	Code
15	DC-GNet	62.5	No	DC-GNet: Deep Mesh Relation Capturing Graph Conv...	2021-08-27	-
16	LMR	62.4	No	Learning Local Recurrent Models for Human Mesh R...	2021-07-27	-
17	DST-VIBE	62.2	No	Deep Two-Stream Video Inference for Human Body P...	2021-10-22	-
18	STR	61.6	No	Spatio-temporal Tendency Reasoning for Human Bod...	2022-10-07	-
19	GLoT	61.5	No	Global-to-Local Modeling for Video-based 3D Huma...	2023-03-26	Code
20	Self-Attentive	60.7	No	Self-Attentive 3D Human Pose and Shape Estimatio...	2021-03-26	-
21	TAR (N=9)	60.5	No	Temporal-Aware Refinement for Video-based Human ...	2023-11-16	-
22	TAPE (T=16)	56.7	No	TAPE: Temporal Attention-based Probabilistic hum...	2023-04-29	Code
23	MAED	56.2	No	Encoder-decoder with Multi-level Attention for 3...	2021-09-06	Code
24	ARTS (Resnet50 L=16)	53	No	ARTS: Semi-Analytical Regressor using Disentangl...	2024-10-21	Code
25	LInKs	49.7	No	LInKs "Lifting Independent Keypoints" -- Partial...	2023-09-13	-