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 ⌀ |
|---|---|---|---|---|---|
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | PGFormer (CPN) | https://arxiv.org/abs/2506.02853v1 | Average MPJPE (mm) | 49.5 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | PGFormer (CPN) | https://arxiv.org/abs/2506.02853v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | PGFormer (CPN) | https://arxiv.org/abs/2506.02853v1 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | MDN (Multi-View) | http://arxiv.org/abs/1904.05547v1 | Average MPJPE (mm) | 49.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | MDN (Multi-View) | http://arxiv.org/abs/1904.05547v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | MDN (Multi-View) | http://arxiv.org/abs/1904.05547v1 | Multi-View or Monocular | Multi-View |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Ray3D (T=9 CPN) | https://arxiv.org/abs/2203.11471v3 | Average MPJPE (mm) | 49.7 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Ray3D (T=9 CPN) | https://arxiv.org/abs/2203.11471v3 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Ray3D (T=9 CPN) | https://arxiv.org/abs/2203.11471v3 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | SRNet (T=1) | https://arxiv.org/abs/2007.09389v1 | Average MPJPE (mm) | 49.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | SRNet (T=1) | https://arxiv.org/abs/2007.09389v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | SRNet (T=1) | https://arxiv.org/abs/2007.09389v1 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | HR-Net+VPose+PoseAug | https://arxiv.org/abs/2105.02465v1 | Average MPJPE (mm) | 50.2 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | HR-Net+VPose+PoseAug | https://arxiv.org/abs/2105.02465v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | HR-Net+VPose+PoseAug | https://arxiv.org/abs/2105.02465v1 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Jointformer (CPN) | https://arxiv.org/abs/2208.03704v1 | Average MPJPE (mm) | 50.5 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Jointformer (CPN) | https://arxiv.org/abs/2208.03704v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Jointformer (CPN) | https://arxiv.org/abs/2208.03704v1 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Multi-view Temporal self-supervised | https://arxiv.org/abs/2110.07578v1 | Average MPJPE (mm) | 50.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Multi-view Temporal self-supervised | https://arxiv.org/abs/2110.07578v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Multi-view Temporal self-supervised | https://arxiv.org/abs/2110.07578v1 | Multi-View or Monocular | Multi-View |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | HR-Net+ST-GCN+PoseAug | https://arxiv.org/abs/2105.02465v1 | Average MPJPE (mm) | 50.8 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | HR-Net+ST-GCN+PoseAug | https://arxiv.org/abs/2105.02465v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | HR-Net+ST-GCN+PoseAug | https://arxiv.org/abs/2105.02465v1 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | TAG-Net | https://arxiv.org/abs/2006.07778v3 | Average MPJPE (mm) | 50.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | TAG-Net | https://arxiv.org/abs/2006.07778v3 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | TAG-Net | https://arxiv.org/abs/2006.07778v3 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | LoCO | https://arxiv.org/abs/2004.00329v1 | Average MPJPE (mm) | 51.1 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | LoCO | https://arxiv.org/abs/2004.00329v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | LoCO | https://arxiv.org/abs/2004.00329v1 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | LoCO | https://arxiv.org/abs/2004.00329v1 | PA-MPJPE | 43.4 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | VideoPose3D (T=1) | http://arxiv.org/abs/1811.11742v2 | Average MPJPE (mm) | 51.8 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | VideoPose3D (T=1) | http://arxiv.org/abs/1811.11742v2 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | VideoPose3D (T=1) | http://arxiv.org/abs/1811.11742v2 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | VideoPose3D (T=1) | http://arxiv.org/abs/1811.11742v2 | PA-MPJPE | 40 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Graph Stacked Hourglass Network (CPN) | https://arxiv.org/abs/2103.16385v1 | Average MPJPE (mm) | 51.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Graph Stacked Hourglass Network (CPN) | https://arxiv.org/abs/2103.16385v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Graph Stacked Hourglass Network (CPN) | https://arxiv.org/abs/2103.16385v1 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Pose Consensus (monocular) | https://arxiv.org/abs/1911.09245v3 | Average MPJPE (mm) | 52 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Pose Consensus (monocular) | https://arxiv.org/abs/1911.09245v3 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Pose Consensus (monocular) | https://arxiv.org/abs/1911.09245v3 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | MöbiusGCN | https://arxiv.org/abs/2203.10554v1 | Average MPJPE (mm) | 52.1 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | MöbiusGCN | https://arxiv.org/abs/2203.10554v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | MöbiusGCN | https://arxiv.org/abs/2203.10554v1 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | PoseLifter | https://arxiv.org/abs/1910.12029v2 | Average MPJPE (mm) | 52.5 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | PoseLifter | https://arxiv.org/abs/1910.12029v2 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | PoseLifter | https://arxiv.org/abs/1910.12029v2 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | PoseLifter | https://arxiv.org/abs/1910.12029v2 | PA-MPJPE | 39.1 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | MDN | http://arxiv.org/abs/1904.05547v1 | Average MPJPE (mm) | 52.7 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | MDN | http://arxiv.org/abs/1904.05547v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | MDN | http://arxiv.org/abs/1904.05547v1 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | MDN | http://arxiv.org/abs/1904.05547v1 | PA-MPJPE | 42.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | ONS LCN | http://openaccess.thecvf.com/content_ICCV_2019/html/Ci_Optimizing_Network_Structure_for_3D_Human_Pose_Estimation_ICCV_2019_paper.html | Average MPJPE (mm) | 52.7 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | ONS LCN | http://openaccess.thecvf.com/content_ICCV_2019/html/Ci_Optimizing_Network_Structure_for_3D_Human_Pose_Estimation_ICCV_2019_paper.html | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | ONS LCN | http://openaccess.thecvf.com/content_ICCV_2019/html/Ci_Optimizing_Network_Structure_for_3D_Human_Pose_Estimation_ICCV_2019_paper.html | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | SemGCN | https://arxiv.org/abs/1904.03345v3 | Average MPJPE (mm) | 57.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | SemGCN | https://arxiv.org/abs/1904.03345v3 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | SemGCN | https://arxiv.org/abs/1904.03345v3 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Stereoscopic View Synthesis Subnetwork | http://arxiv.org/abs/1904.05512v1 | Average MPJPE (mm) | 58 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Stereoscopic View Synthesis Subnetwork | http://arxiv.org/abs/1904.05512v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Stereoscopic View Synthesis Subnetwork | http://arxiv.org/abs/1904.05512v1 | Multi-View or Monocular | Multi-View |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Sequence-to-sequence network | http://arxiv.org/abs/1711.08585v4 | Average MPJPE (mm) | 58.5 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Sequence-to-sequence network | http://arxiv.org/abs/1711.08585v4 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Sequence-to-sequence network | http://arxiv.org/abs/1711.08585v4 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | TAPE (T=16) | https://arxiv.org/abs/2305.00181v1 | Average MPJPE (mm) | 60 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | TAPE (T=16) | https://arxiv.org/abs/2305.00181v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | TAPE (T=16) | https://arxiv.org/abs/2305.00181v1 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | TAPE (T=16) | https://arxiv.org/abs/2305.00181v1 | PA-MPJPE | 39.5 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | TAPE (T=16) | https://arxiv.org/abs/2305.00181v1 | Acceleration Error | 6.5 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Probabilistic Monocular (T=1) | https://arxiv.org/abs/2107.13788v2 | Average MPJPE (mm) | 61.8 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Probabilistic Monocular (T=1) | https://arxiv.org/abs/2107.13788v2 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | Probabilistic Monocular (T=1) | https://arxiv.org/abs/2107.13788v2 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | 2D-3D Lifting self-supervised | https://arxiv.org/abs/2108.07777v1 | Average MPJPE (mm) | 62.0 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | 2D-3D Lifting self-supervised | https://arxiv.org/abs/2108.07777v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | 2D-3D Lifting self-supervised | https://arxiv.org/abs/2108.07777v1 | Multi-View or Monocular | Multi-View |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | SIM (SH detections FT) (MA) | http://arxiv.org/abs/1705.03098v2 | Average MPJPE (mm) | 62.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | SIM (SH detections FT) (MA) | http://arxiv.org/abs/1705.03098v2 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | SIM (SH detections FT) (MA) | http://arxiv.org/abs/1705.03098v2 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | VoxelKeypointFusion (transfer) | https://arxiv.org/abs/2410.18723v3 | Average MPJPE (mm) | 64.3 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | VoxelKeypointFusion (transfer) | https://arxiv.org/abs/2410.18723v3 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | VoxelKeypointFusion (transfer) | https://arxiv.org/abs/2410.18723v3 | Multi-View or Monocular | Multi-View |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | VIBE | https://arxiv.org/abs/1912.05656v3 | Average MPJPE (mm) | 65.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | VIBE | https://arxiv.org/abs/1912.05656v3 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | VIBE | https://arxiv.org/abs/1912.05656v3 | Multi-View or Monocular | Monocular |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | VIBE | https://arxiv.org/abs/1912.05656v3 | PA-MPJPE | 41.4 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | CanonPose | https://arxiv.org/abs/2011.14679v1 | Average MPJPE (mm) | 74.3 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | CanonPose | https://arxiv.org/abs/2011.14679v1 | Using 2D ground-truth joints | No |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Human3.6M | CanonPose | https://arxiv.org/abs/2011.14679v1 | Multi-View or Monocular | MultiView |
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