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SotA/Audio/1 Image, 2*2 Stitchi/MPI-INF-3DHP

1 Image, 2*2 Stitchi on MPI-INF-3DHP

Metric: PA-MPJPE (higher is better)

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#Model↕PA-MPJPE▼Extra DataPaperDate↕Code
1HMR89.8NoEnd-to-end Recovery of Human Shape and Pose2017-12-18Code
2RSC-Net70.01No3D Human Shape and Pose from a Single Low-Resolu...2020-07-27Code
3SPIN (Rigid Alignment)67.5NoLearning to Reconstruct 3D Human Pose and Shape ...2019-09-27Code
4EFT67.5NoExemplar Fine-Tuning for 3D Human Model Fitting ...2020-04-07Code
5DSR66.7NoLearning to Regress Bodies from Images using Dif...2021-10-07Code
6DynaBOA66.1NoOut-of-Domain Human Mesh Reconstruction via Dyna...2021-11-07Code
7DDT65.4NoDiffMesh: A Motion-aware Diffusion Framework for...2023-03-23-
8VIBE64.6NoVIBE: Video Inference for Human Body Pose and Sh...2019-12-11Code
9XFormer (HRNet)64.5NoXFormer: Fast and Accurate Monocular 3D Body Cap...2023-05-18-
10TCMR (T=16 w/o H3.6M)63.5NoBeyond Static Features for Temporally Consistent...2020-11-17Code
11MoCap-SPIN + PoseBERT63.3NoLeveraging MoCap Data for Human Mesh Recovery2021-10-18Code
12TePose (T=6 3DPW)63.1NoLive Stream Temporally Embedded 3D Human Body Po...2022-07-25Code
13MPS-Net (T=16)62.8NoCapturing Humans in Motion: Temporal-Attentive 3...2022-03-16-
14TCMR (T=16 w/o 3DPW)62.8NoBeyond Static Features for Temporally Consistent...2020-11-17Code
15DC-GNet62.5NoDC-GNet: Deep Mesh Relation Capturing Graph Conv...2021-08-27-
16LMR62.4NoLearning Local Recurrent Models for Human Mesh R...2021-07-27-
17DST-VIBE62.2NoDeep Two-Stream Video Inference for Human Body P...2021-10-22-
18STR61.6NoSpatio-temporal Tendency Reasoning for Human Bod...2022-10-07-
19GLoT61.5NoGlobal-to-Local Modeling for Video-based 3D Huma...2023-03-26Code
20Self-Attentive60.7NoSelf-Attentive 3D Human Pose and Shape Estimatio...2021-03-26-
21TAR (N=9)60.5NoTemporal-Aware Refinement for Video-based Human ...2023-11-16-
22TAPE (T=16)56.7NoTAPE: Temporal Attention-based Probabilistic hum...2023-04-29Code
23MAED56.2NoEncoder-decoder with Multi-level Attention for 3...2021-09-06Code
24ARTS (Resnet50 L=16)53NoARTS: Semi-Analytical Regressor using Disentangl...2024-10-21Code