task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
3D Human Pose Estimation | Human3.6M | Shape-aware SMPL | https://arxiv.org/abs/1908.09464v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Shape-aware SMPL | https://arxiv.org/abs/1908.09464v1 | Multi-View or Monocular | Multi-View |
3D Human Pose Estimation | Human3.6M | TesseTrack (Monocular) | http://www.cs.cmu.edu/~ILIM/projects/IM/TesseTrack/ | Average MPJPE (mm) | 44.6 |
3D Human Pose Estimation | Human3.6M | TesseTrack (Monocular) | http://www.cs.cmu.edu/~ILIM/projects/IM/TesseTrack/ | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | TesseTrack (Monocular) | http://www.cs.cmu.edu/~ILIM/projects/IM/TesseTrack/ | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | SRNet (T=243) | https://arxiv.org/abs/2007.09389v1 | Average MPJPE (mm) | 44.8 |
3D Human Pose Estimation | Human3.6M | SRNet (T=243) | https://arxiv.org/abs/2007.09389v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | SRNet (T=243) | https://arxiv.org/abs/2007.09389v1 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | Attention (T=243 CPN) | https://arxiv.org/abs/2103.03170v1 | Average MPJPE (mm) | 44.8 |
3D Human Pose Estimation | Human3.6M | Attention (T=243 CPN) | https://arxiv.org/abs/2103.03170v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Attention (T=243 CPN) | https://arxiv.org/abs/2103.03170v1 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | Virtual Bones (T=243 CPN) | https://arxiv.org/abs/2106.14706v2 | Average MPJPE (mm) | 44.8 |
3D Human Pose Estimation | Human3.6M | Virtual Bones (T=243 CPN) | https://arxiv.org/abs/2106.14706v2 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Virtual Bones (T=243 CPN) | https://arxiv.org/abs/2106.14706v2 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | Pose Consensus (multi-view, est. calib.) | https://arxiv.org/abs/1911.09245v3 | Average MPJPE (mm) | 45 |
3D Human Pose Estimation | Human3.6M | Pose Consensus (multi-view, est. calib.) | https://arxiv.org/abs/1911.09245v3 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Pose Consensus (multi-view, est. calib.) | https://arxiv.org/abs/1911.09245v3 | Multi-View or Monocular | Multi-View |
3D Human Pose Estimation | Human3.6M | HEMlets Pose | https://arxiv.org/abs/1910.12032v1 | Average MPJPE (mm) | 45.1 |
3D Human Pose Estimation | Human3.6M | HEMlets Pose | https://arxiv.org/abs/1910.12032v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | HEMlets Pose | https://arxiv.org/abs/1910.12032v1 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | Attention3DHumanPose (T=243 CPN) | http://openaccess.thecvf.com/content_CVPR_2020/html/Liu_Attention_Mechanism_Exploits_Temporal_Contexts_Real-Time_3D_Human_Pose_Reconstruction_CVPR_2020_paper.html | Average MPJPE (mm) | 45.1 |
3D Human Pose Estimation | Human3.6M | Attention3DHumanPose (T=243 CPN) | http://openaccess.thecvf.com/content_CVPR_2020/html/Liu_Attention_Mechanism_Exploits_Temporal_Contexts_Real-Time_3D_Human_Pose_Reconstruction_CVPR_2020_paper.html | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Attention3DHumanPose (T=243 CPN) | http://openaccess.thecvf.com/content_CVPR_2020/html/Liu_Attention_Mechanism_Exploits_Temporal_Contexts_Real-Time_3D_Human_Pose_Reconstruction_CVPR_2020_paper.html | Multi-View or Monocular | Multi-View |
3D Human Pose Estimation | Human3.6M | StridedTransformer (T=81) | https://arxiv.org/abs/2103.14304v8 | Average MPJPE (mm) | 45.4 |
3D Human Pose Estimation | Human3.6M | StridedTransformer (T=81) | https://arxiv.org/abs/2103.14304v8 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | StridedTransformer (T=81) | https://arxiv.org/abs/2103.14304v8 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | DC-GCT(T=1) | https://arxiv.org/abs/2308.05298v1 | Average MPJPE (mm) | 46.1 |
3D Human Pose Estimation | Human3.6M | DC-GCT(T=1) | https://arxiv.org/abs/2308.05298v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | DC-GCT(T=1) | https://arxiv.org/abs/2308.05298v1 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | Trajectory Space Factorization (50 frames) | https://arxiv.org/abs/1908.08289v1 | Average MPJPE (mm) | 46.6 |
3D Human Pose Estimation | Human3.6M | Trajectory Space Factorization (50 frames) | https://arxiv.org/abs/1908.08289v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Trajectory Space Factorization (50 frames) | https://arxiv.org/abs/1908.08289v1 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | VideoPose3D (T=243) | http://arxiv.org/abs/1811.11742v2 | Average MPJPE (mm) | 46.8 |
3D Human Pose Estimation | Human3.6M | VideoPose3D (T=243) | http://arxiv.org/abs/1811.11742v2 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | VideoPose3D (T=243) | http://arxiv.org/abs/1811.11742v2 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | VideoPose3D (T=243) | http://arxiv.org/abs/1811.11742v2 | PA-MPJPE | 36.5 |
3D Human Pose Estimation | Human3.6M | StridedTransformer (T=27) | https://arxiv.org/abs/2103.14304v8 | Average MPJPE (mm) | 46.9 |
3D Human Pose Estimation | Human3.6M | StridedTransformer (T=27) | https://arxiv.org/abs/2103.14304v8 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | StridedTransformer (T=27) | https://arxiv.org/abs/2103.14304v8 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | Virtual Bones (T=9 CPN) | https://arxiv.org/abs/2106.14706v2 | Average MPJPE (mm) | 47.4 |
3D Human Pose Estimation | Human3.6M | Virtual Bones (T=9 CPN) | https://arxiv.org/abs/2106.14706v2 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Virtual Bones (T=9 CPN) | https://arxiv.org/abs/2106.14706v2 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | Skeletal GNN | https://arxiv.org/abs/2108.07181v2 | Average MPJPE (mm) | 47.9 |
3D Human Pose Estimation | Human3.6M | Skeletal GNN | https://arxiv.org/abs/2108.07181v2 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Skeletal GNN | https://arxiv.org/abs/2108.07181v2 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | GraphMLP | https://arxiv.org/abs/2206.06420v5 | Average MPJPE (mm) | 48 |
3D Human Pose Estimation | Human3.6M | GraphMLP | https://arxiv.org/abs/2206.06420v5 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | GraphMLP | https://arxiv.org/abs/2206.06420v5 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | STRGCN (T=7) | http://openaccess.thecvf.com/content_ICCV_2019/html/Cai_Exploiting_Spatial-Temporal_Relationships_for_3D_Pose_Estimation_via_Graph_Convolutional_ICCV_2019_paper.html | Average MPJPE (mm) | 48.8 |
3D Human Pose Estimation | Human3.6M | STRGCN (T=7) | http://openaccess.thecvf.com/content_ICCV_2019/html/Cai_Exploiting_Spatial-Temporal_Relationships_for_3D_Pose_Estimation_via_Graph_Convolutional_ICCV_2019_paper.html | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | STRGCN (T=7) | http://openaccess.thecvf.com/content_ICCV_2019/html/Cai_Exploiting_Spatial-Temporal_Relationships_for_3D_Pose_Estimation_via_Graph_Convolutional_ICCV_2019_paper.html | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | STRGCN (T=3) | http://openaccess.thecvf.com/content_ICCV_2019/html/Cai_Exploiting_Spatial-Temporal_Relationships_for_3D_Pose_Estimation_via_Graph_Convolutional_ICCV_2019_paper.html | Average MPJPE (mm) | 49.1 |
3D Human Pose Estimation | Human3.6M | STRGCN (T=3) | http://openaccess.thecvf.com/content_ICCV_2019/html/Cai_Exploiting_Spatial-Temporal_Relationships_for_3D_Pose_Estimation_via_Graph_Convolutional_ICCV_2019_paper.html | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | STRGCN (T=3) | http://openaccess.thecvf.com/content_ICCV_2019/html/Cai_Exploiting_Spatial-Temporal_Relationships_for_3D_Pose_Estimation_via_Graph_Convolutional_ICCV_2019_paper.html | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | DiffPyramid (CPN) | https://arxiv.org/abs/2506.02853v1 | Average MPJPE (mm) | 49.2 |
3D Human Pose Estimation | Human3.6M | DiffPyramid (CPN) | https://arxiv.org/abs/2506.02853v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | DiffPyramid (CPN) | https://arxiv.org/abs/2506.02853v1 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | Dual network | https://arxiv.org/abs/2205.00748v3 | Average MPJPE (mm) | 49.31 |
3D Human Pose Estimation | Human3.6M | Dual network | https://arxiv.org/abs/2205.00748v3 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Dual network | https://arxiv.org/abs/2205.00748v3 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | Modulated-GCN | http://openaccess.thecvf.com//content/ICCV2021/html/Zou_Modulated_Graph_Convolutional_Network_for_3D_Human_Pose_Estimation_ICCV_2021_paper.html | Average MPJPE (mm) | 49.4 |
3D Human Pose Estimation | Human3.6M | Modulated-GCN | http://openaccess.thecvf.com//content/ICCV2021/html/Zou_Modulated_Graph_Convolutional_Network_for_3D_Human_Pose_Estimation_ICCV_2021_paper.html | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Modulated-GCN | http://openaccess.thecvf.com//content/ICCV2021/html/Zou_Modulated_Graph_Convolutional_Network_for_3D_Human_Pose_Estimation_ICCV_2021_paper.html | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | MTF-Transformer (M=0.4, T=7, N=1) | https://arxiv.org/abs/2110.05092v2 | Average MPJPE (mm) | 49.4 |
3D Human Pose Estimation | Human3.6M | MTF-Transformer (M=0.4, T=7, N=1) | https://arxiv.org/abs/2110.05092v2 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | MTF-Transformer (M=0.4, T=7, N=1) | https://arxiv.org/abs/2110.05092v2 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | PGFormer (CPN) | https://arxiv.org/abs/2506.02853v1 | Average MPJPE (mm) | 49.5 |
3D Human Pose Estimation | Human3.6M | PGFormer (CPN) | https://arxiv.org/abs/2506.02853v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | PGFormer (CPN) | https://arxiv.org/abs/2506.02853v1 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | MDN (Multi-View) | http://arxiv.org/abs/1904.05547v1 | Average MPJPE (mm) | 49.6 |
3D Human Pose Estimation | Human3.6M | MDN (Multi-View) | http://arxiv.org/abs/1904.05547v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | MDN (Multi-View) | http://arxiv.org/abs/1904.05547v1 | Multi-View or Monocular | Multi-View |
3D Human Pose Estimation | Human3.6M | Ray3D (T=9 CPN) | https://arxiv.org/abs/2203.11471v3 | Average MPJPE (mm) | 49.7 |
3D Human Pose Estimation | Human3.6M | Ray3D (T=9 CPN) | https://arxiv.org/abs/2203.11471v3 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Ray3D (T=9 CPN) | https://arxiv.org/abs/2203.11471v3 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | SRNet (T=1) | https://arxiv.org/abs/2007.09389v1 | Average MPJPE (mm) | 49.9 |
3D Human Pose Estimation | Human3.6M | SRNet (T=1) | https://arxiv.org/abs/2007.09389v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | SRNet (T=1) | https://arxiv.org/abs/2007.09389v1 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | HR-Net+VPose+PoseAug | https://arxiv.org/abs/2105.02465v1 | Average MPJPE (mm) | 50.2 |
3D Human Pose Estimation | Human3.6M | HR-Net+VPose+PoseAug | https://arxiv.org/abs/2105.02465v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | HR-Net+VPose+PoseAug | https://arxiv.org/abs/2105.02465v1 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | Jointformer (CPN) | https://arxiv.org/abs/2208.03704v1 | Average MPJPE (mm) | 50.5 |
3D Human Pose Estimation | Human3.6M | Jointformer (CPN) | https://arxiv.org/abs/2208.03704v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Jointformer (CPN) | https://arxiv.org/abs/2208.03704v1 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | Multi-view Temporal self-supervised | https://arxiv.org/abs/2110.07578v1 | Average MPJPE (mm) | 50.6 |
3D Human Pose Estimation | Human3.6M | Multi-view Temporal self-supervised | https://arxiv.org/abs/2110.07578v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | Multi-view Temporal self-supervised | https://arxiv.org/abs/2110.07578v1 | Multi-View or Monocular | Multi-View |
3D Human Pose Estimation | Human3.6M | STRGCN (T=1) | http://openaccess.thecvf.com/content_ICCV_2019/html/Cai_Exploiting_Spatial-Temporal_Relationships_for_3D_Pose_Estimation_via_Graph_Convolutional_ICCV_2019_paper.html | Average MPJPE (mm) | 50.6 |
3D Human Pose Estimation | Human3.6M | STRGCN (T=1) | http://openaccess.thecvf.com/content_ICCV_2019/html/Cai_Exploiting_Spatial-Temporal_Relationships_for_3D_Pose_Estimation_via_Graph_Convolutional_ICCV_2019_paper.html | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | STRGCN (T=1) | http://openaccess.thecvf.com/content_ICCV_2019/html/Cai_Exploiting_Spatial-Temporal_Relationships_for_3D_Pose_Estimation_via_Graph_Convolutional_ICCV_2019_paper.html | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | MTF-Transformer (M=0.4, T=1, N=1) | https://arxiv.org/abs/2110.05092v2 | Average MPJPE (mm) | 50.7 |
3D Human Pose Estimation | Human3.6M | MTF-Transformer (M=0.4, T=1, N=1) | https://arxiv.org/abs/2110.05092v2 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | MTF-Transformer (M=0.4, T=1, N=1) | https://arxiv.org/abs/2110.05092v2 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | HR-Net+ST-GCN+PoseAug | https://arxiv.org/abs/2105.02465v1 | Average MPJPE (mm) | 50.8 |
3D Human Pose Estimation | Human3.6M | HR-Net+ST-GCN+PoseAug | https://arxiv.org/abs/2105.02465v1 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | HR-Net+ST-GCN+PoseAug | https://arxiv.org/abs/2105.02465v1 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | TAG-Net | https://arxiv.org/abs/2006.07778v3 | Average MPJPE (mm) | 50.9 |
3D Human Pose Estimation | Human3.6M | TAG-Net | https://arxiv.org/abs/2006.07778v3 | Using 2D ground-truth joints | No |
3D Human Pose Estimation | Human3.6M | TAG-Net | https://arxiv.org/abs/2006.07778v3 | Multi-View or Monocular | Monocular |
3D Human Pose Estimation | Human3.6M | LoCO | https://arxiv.org/abs/2004.00329v1 | Average MPJPE (mm) | 51.1 |
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