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 > Monocular 3D Human Pose Estimation | Human3.6M | P-STMO (N=243) | https://arxiv.org/abs/2203.07628v2 | Average MPJPE (mm) | 42.1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | P-STMO (N=243) | https://arxiv.org/abs/2203.07628v2 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | P-STMO (N=243) | https://arxiv.org/abs/2203.07628v2 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | P-STMO (N=243) | https://arxiv.org/abs/2203.07628v2 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | P-STMO (N=243) | https://arxiv.org/abs/2203.07628v2 | 2D detector | CPN |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-S | https://arxiv.org/abs/2310.16288v1 | Average MPJPE (mm) | 42.5 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-S | https://arxiv.org/abs/2310.16288v1 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-S | https://arxiv.org/abs/2310.16288v1 | Frames Needed | 81 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-S | https://arxiv.org/abs/2310.16288v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-S | https://arxiv.org/abs/2310.16288v1 | 2D detector | SH |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Anatomy3D | https://arxiv.org/abs/2002.10322v5 | Average MPJPE (mm) | 44.1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Anatomy3D | https://arxiv.org/abs/2002.10322v5 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Anatomy3D | https://arxiv.org/abs/2002.10322v5 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Anatomy3D | https://arxiv.org/abs/2002.10322v5 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Anatomy3D | https://arxiv.org/abs/2002.10322v5 | 2D detector | CPN |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | PoseFormer (T=81) | https://arxiv.org/abs/2103.10455v3 | Average MPJPE (mm) | 44.3 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | PoseFormer (T=81) | https://arxiv.org/abs/2103.10455v3 | Frames Needed | 81 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | PoseFormer (T=81) | https://arxiv.org/abs/2103.10455v3 | 2D detector | CPN |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | RIE (T=243 CPN) | https://arxiv.org/abs/2107.13994v1 | Average MPJPE (mm) | 44.3 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | RIE (T=243 CPN) | https://arxiv.org/abs/2107.13994v1 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | RIE (T=243 CPN) | https://arxiv.org/abs/2107.13994v1 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | RIE (T=243 CPN) | https://arxiv.org/abs/2107.13994v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | RIE (T=243 CPN) | https://arxiv.org/abs/2107.13994v1 | 2D detector | CPN |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-XS | https://arxiv.org/abs/2310.16288v1 | Average MPJPE (mm) | 45.1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-XS | https://arxiv.org/abs/2310.16288v1 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-XS | https://arxiv.org/abs/2310.16288v1 | Frames Needed | 27 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-XS | https://arxiv.org/abs/2310.16288v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-XS | https://arxiv.org/abs/2310.16288v1 | 2D detector | SH |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Attention3DHumanPose | 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 > Monocular 3D Human Pose Estimation | Human3.6M | Attention3DHumanPose | http://openaccess.thecvf.com/content_CVPR_2020/html/Liu_Attention_Mechanism_Exploits_Temporal_Contexts_Real-Time_3D_Human_Pose_Reconstruction_CVPR_2020_paper.html | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Attention3DHumanPose | http://openaccess.thecvf.com/content_CVPR_2020/html/Liu_Attention_Mechanism_Exploits_Temporal_Contexts_Real-Time_3D_Human_Pose_Reconstruction_CVPR_2020_paper.html | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Attention3DHumanPose | http://openaccess.thecvf.com/content_CVPR_2020/html/Liu_Attention_Mechanism_Exploits_Temporal_Contexts_Real-Time_3D_Human_Pose_Reconstruction_CVPR_2020_paper.html | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Attention3DHumanPose | http://openaccess.thecvf.com/content_CVPR_2020/html/Liu_Attention_Mechanism_Exploits_Temporal_Contexts_Real-Time_3D_Human_Pose_Reconstruction_CVPR_2020_paper.html | 2D detector | CPN |
3D Human Pose Estimation > 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 > Monocular 3D Human Pose Estimation | Human3.6M | Trajectory Space Factorization (50 frames) | https://arxiv.org/abs/1908.08289v1 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Trajectory Space Factorization (50 frames) | https://arxiv.org/abs/1908.08289v1 | Frames Needed | 50 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Trajectory Space Factorization (50 frames) | https://arxiv.org/abs/1908.08289v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > 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 > Monocular 3D Human Pose Estimation | Human3.6M | VideoPose3D (T=243) | http://arxiv.org/abs/1811.11742v2 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | VideoPose3D (T=243) | http://arxiv.org/abs/1811.11742v2 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | VideoPose3D (T=243) | http://arxiv.org/abs/1811.11742v2 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | VideoPose3D (T=243) | http://arxiv.org/abs/1811.11742v2 | 2D detector | CPN |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | PointHMR | https://arxiv.org/abs/2304.09502v1 | Average MPJPE (mm) | 48.3 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | PointHMR | https://arxiv.org/abs/2304.09502v1 | PA-MPJPE | 32.9 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SRNET | https://arxiv.org/abs/2007.09389v1 | Average MPJPE (mm) | 49.9 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SRNET | https://arxiv.org/abs/2007.09389v1 | Use Video Sequence | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SRNET | https://arxiv.org/abs/2007.09389v1 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SRNET | https://arxiv.org/abs/2007.09389v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > 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 > Monocular 3D Human Pose Estimation | Human3.6M | HR-Net+VPose+PoseAug | https://arxiv.org/abs/2105.02465v1 | PA-MPJPE | 39.1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | TAG-Net | https://arxiv.org/abs/2006.07778v3 | Average MPJPE (mm) | 50.9 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | TAG-Net | https://arxiv.org/abs/2006.07778v3 | Use Video Sequence | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | TAG-Net | https://arxiv.org/abs/2006.07778v3 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | TAG-Net | https://arxiv.org/abs/2006.07778v3 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | cross-dataset-evaluation | https://arxiv.org/abs/2004.03143v1 | Average MPJPE (mm) | 52.0 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | cross-dataset-evaluation | https://arxiv.org/abs/2004.03143v1 | Use Video Sequence | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | cross-dataset-evaluation | https://arxiv.org/abs/2004.03143v1 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | cross-dataset-evaluation | https://arxiv.org/abs/2004.03143v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | TP-Net | http://arxiv.org/abs/1711.09250v2 | Average MPJPE (mm) | 52.1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | TP-Net | http://arxiv.org/abs/1711.09250v2 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | TP-Net | http://arxiv.org/abs/1711.09250v2 | Frames Needed | 20 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | TP-Net | http://arxiv.org/abs/1711.09250v2 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Multimodal Mixture Density Networks | http://arxiv.org/abs/1904.05547v1 | Average MPJPE (mm) | 52.7 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Multimodal Mixture Density Networks | http://arxiv.org/abs/1904.05547v1 | Use Video Sequence | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Multimodal Mixture Density Networks | http://arxiv.org/abs/1904.05547v1 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Multimodal Mixture Density Networks | http://arxiv.org/abs/1904.05547v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SemGCN | https://arxiv.org/abs/1904.03345v3 | Average MPJPE (mm) | 57.6 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SemGCN | https://arxiv.org/abs/1904.03345v3 | Use Video Sequence | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SemGCN | https://arxiv.org/abs/1904.03345v3 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SemGCN | https://arxiv.org/abs/1904.03345v3 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MultiPoseNet | https://arxiv.org/abs/1904.01324v2 | Average MPJPE (mm) | 58.0 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MultiPoseNet | https://arxiv.org/abs/1904.01324v2 | Use Video Sequence | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MultiPoseNet | https://arxiv.org/abs/1904.01324v2 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MultiPoseNet | https://arxiv.org/abs/1904.01324v2 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Monocular Total Capture | http://arxiv.org/abs/1812.01598v1 | Average MPJPE (mm) | 58.3 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Monocular Total Capture | http://arxiv.org/abs/1812.01598v1 | Use Video Sequence | NO |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Monocular Total Capture | http://arxiv.org/abs/1812.01598v1 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Monocular Total Capture | http://arxiv.org/abs/1812.01598v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SIM (SH detections FT) (MA) | http://arxiv.org/abs/1705.03098v2 | Average MPJPE (mm) | 62.9 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SIM (SH detections FT) (MA) | http://arxiv.org/abs/1705.03098v2 | Use Video Sequence | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SIM (SH detections FT) (MA) | http://arxiv.org/abs/1705.03098v2 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SIM (SH detections FT) (MA) | http://arxiv.org/abs/1705.03098v2 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Bundle Adjustment (GTi) | https://arxiv.org/abs/1905.04266v1 | Average MPJPE (mm) | 63.3 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SelecSLS | https://arxiv.org/abs/1907.00837v2 | Average MPJPE (mm) | 63.6 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SelecSLS | https://arxiv.org/abs/1907.00837v2 | Use Video Sequence | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SelecSLS | https://arxiv.org/abs/1907.00837v2 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | SelecSLS | https://arxiv.org/abs/1907.00837v2 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Weakly Supervised Transfer Learning | http://arxiv.org/abs/1704.02447v2 | Average MPJPE (mm) | 64.9 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Weakly Supervised Transfer Learning | http://arxiv.org/abs/1704.02447v2 | Use Video Sequence | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Weakly Supervised Transfer Learning | http://arxiv.org/abs/1704.02447v2 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Weakly Supervised Transfer Learning | http://arxiv.org/abs/1704.02447v2 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | VIBE | https://arxiv.org/abs/1912.05656v3 | Average MPJPE (mm) | 65.6 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | VIBE | https://arxiv.org/abs/1912.05656v3 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | VIBE | https://arxiv.org/abs/1912.05656v3 | Frames Needed | 16 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | VIBE | https://arxiv.org/abs/1912.05656v3 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | GraphCMR | https://arxiv.org/abs/1905.03244v1 | Average MPJPE (mm) | 74.7 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | GraphCMR | https://arxiv.org/abs/1905.03244v1 | Use Video Sequence | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | GraphCMR | https://arxiv.org/abs/1905.03244v1 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | GraphCMR | https://arxiv.org/abs/1905.03244v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Projected-pose belief maps + 2D fusion layers | http://arxiv.org/abs/1701.00295v4 | Average MPJPE (mm) | 88.39 |
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