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SotA/Methodology/3D/MPI-INF-3DHP

3D on MPI-INF-3DHP

Metric: Acceleration Error (lower is better)

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#Model↕Acceleration Error▲AugmentationsPaperDate↕Code
1ARTS (Resnet50 L=16)7.4NoARTS: Semi-Analytical Regressor using Disentangl...2024-10-21Code
2GLoT7.9NoGlobal-to-Local Modeling for Video-based 3D Huma...2023-03-26Code
3TCMR (T=16 w/o 3DPW)8NoBeyond Static Features for Temporally Consistent...2020-11-17Code
4DDT8.2NoDiffMesh: A Motion-aware Diffusion Framework for...2023-03-23-
5STR8.4NoSpatio-temporal Tendency Reasoning for Human Bod...2022-10-07-
6TCMR (T=16 w/o H3.6M)8.5NoBeyond Static Features for Temporally Consistent...2020-11-17Code
7MoCap-SPIN + PoseBERT8.7NoLeveraging MoCap Data for Human Mesh Recovery2021-10-18Code
8TAR (N=9)9.2NoTemporal-Aware Refinement for Video-based Human ...2023-11-16-
9MPS-Net (T=16)9.6NoCapturing Humans in Motion: Temporal-Attentive 3...2022-03-16-
10DST-VIBE11.9NoDeep Two-Stream Video Inference for Human Body P...2021-10-22-
11TAPE (T=16)12.4NoTAPE: Temporal Attention-based Probabilistic hum...2023-04-29Code
12TePose (T=6 3DPW)16.7NoLive Stream Temporally Embedded 3D Human Body Po...2022-07-25Code