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 | RICH | SkelFormer (HRNet - eval only) | https://arxiv.org/abs/2404.12625v1 | PA-MPJPE | 35.6 |
3D Human Pose Estimation | RICH | SkelFormer (HRNet - eval only) | https://arxiv.org/abs/2404.12625v1 | MPVPE | 39.9 |
3D Human Pose Estimation | RICH | IPMAN-R | https://arxiv.org/abs/2303.18246v3 | MPJPE | 79 |
3D Human Pose Estimation | RICH | IPMAN-R | https://arxiv.org/abs/2303.18246v3 | PA-MPJPE | 47.6 |
3D Human Pose Estimation | RICH | IPMAN-R | https://arxiv.org/abs/2303.18246v3 | MPVPE | 89.9 |
3D Human Pose Estimation | RICH | IPMAN-R | https://arxiv.org/abs/2303.18246v3 | BoSE | 71.2% |
3D Human Pose Estimation | RICH | WHAM (ViT) | https://arxiv.org/abs/2312.07531v2 | MPJPE | 80 |
3D Human Pose Estimation | RICH | WHAM (ViT) | https://arxiv.org/abs/2312.07531v2 | PA-MPJPE | 44.3 |
3D Human Pose Estimation | RICH | WHAM (ViT) | https://arxiv.org/abs/2312.07531v2 | MPVPE | 91.2 |
3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PVE-All | 56.4 |
3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PVE-Hands | 24.9 |
3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PVE-Face | 19.3 |
3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PA-PVE-All | 23.6 |
3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PA-PVE-Hands | 7.0 |
3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PA-PVE-Face | 1.8 |
3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PVE-All | 57.5 |
3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PVE-Hands | 40.2 |
3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PVE-Face | 21.6 |
3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PA-PVE-All | 31.9 |
3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PA-PVE-Hands | 10.3 |
3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PA-PVE-Face | 2.8 |
3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PVE-All | 81.9 |
3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PVE-Hands | 41.5 |
3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PVE-Face | 21.2 |
3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PA-PVE-All | 42.2 |
3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PA-PVE-Hands | 8.6 |
3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PA-PVE-Face | 2.0 |
3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PVE-All | 104.1 |
3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PVE-Hands | 45.7 |
3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PVE-Face | 27.0 |
3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PA-PVE-All | 44.8 |
3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PA-PVE-Hands | 8.9 |
3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PA-PVE-Face | 2.8 |
3D Human Pose Estimation | Geometric Pose Affordance | Baseline model | http://arxiv.org/abs/1704.02447v2 | MPJPE (CS) | 99.4 |
3D Human Pose Estimation | Geometric Pose Affordance | Baseline model | http://arxiv.org/abs/1704.02447v2 | MPJPE (CA) | 89.2 |
3D Human Pose Estimation | Geometric Pose Affordance | Baseline model | http://arxiv.org/abs/1704.02447v2 | PCK3D (CS) | 81.3 |
3D Human Pose Estimation | Geometric Pose Affordance | Baseline model | http://arxiv.org/abs/1704.02447v2 | PCK3D (CA) | 83.6 |
3D Human Pose Estimation > Pose Prediction | SUN-Mem | TIP-sum PPM-GGM-DDM-DF | https://arxiv.org/abs/2001.10516v1 | AUPRC | 89 |
3D Human Pose Estimation > Pose Prediction | SUN-Mem | TIP-sum PPM-GGM-DDM-DF | https://arxiv.org/abs/2001.10516v1 | AUROC | 0.914 |
3D Human Pose Estimation > Pose Prediction | SUN-Mem | TIP-sum PPM-GGM-DDM-DF | https://arxiv.org/abs/2001.10516v1 | AP50 | 89 |
3D Human Pose Estimation > Pose Prediction | Gaming 3D (G3D) | PISEP^2 (L1 norm) | https://arxiv.org/abs/1909.01818v1 | MSE | 0.1199 |
3D Human Pose Estimation > Pose Prediction | Gaming 3D (G3D) | PISEP^2 (L1 norm) | https://arxiv.org/abs/1909.01818v1 | MAE | 1.1101 |
3D Human Pose Estimation > Pose Prediction | Gaming 3D (G3D) | PISEP^2 (L2) | https://arxiv.org/abs/1909.01818v1 | MSE | 0.1434 |
3D Human Pose Estimation > Pose Prediction | Gaming 3D (G3D) | PISEP^2 (L2) | https://arxiv.org/abs/1909.01818v1 | MAE | 1.4038 |
3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PISEP^2 (L1 norm) | https://arxiv.org/abs/1909.01818v1 | MSE | 0.1210 |
3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PISEP^2 (L1 norm) | https://arxiv.org/abs/1909.01818v1 | MAE | 1.1651 |
3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PISEP^2 (L2) | https://arxiv.org/abs/1909.01818v1 | MSE | 0.1354 |
3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PISEP^2 (L2) | https://arxiv.org/abs/1909.01818v1 | MAE | 1.4063 |
3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PredCNN | https://doi.org/10.24963/ijcai.2018/408 | MSE | 0.1665 |
3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PredCNN | https://doi.org/10.24963/ijcai.2018/408 | MAE | 1.6394 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Finetune) | https://arxiv.org/abs/2210.06551v5 | Average MPJPE (mm) | 37.5 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Finetune) | https://arxiv.org/abs/2210.06551v5 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Finetune) | https://arxiv.org/abs/2210.06551v5 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Finetune) | https://arxiv.org/abs/2210.06551v5 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Finetune) | https://arxiv.org/abs/2210.06551v5 | 2D detector | SH |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-L | https://arxiv.org/abs/2310.16288v1 | Average MPJPE (mm) | 38.4 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-L | https://arxiv.org/abs/2310.16288v1 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-L | https://arxiv.org/abs/2310.16288v1 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-L | https://arxiv.org/abs/2310.16288v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-L | https://arxiv.org/abs/2310.16288v1 | 2D detector | SH |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-B | https://arxiv.org/abs/2310.16288v1 | Average MPJPE (mm) | 38.4 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-B | https://arxiv.org/abs/2310.16288v1 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-B | https://arxiv.org/abs/2310.16288v1 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-B | https://arxiv.org/abs/2310.16288v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-B | https://arxiv.org/abs/2310.16288v1 | 2D detector | SH |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Scratch) | https://arxiv.org/abs/2210.06551v5 | Average MPJPE (mm) | 39.2 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Scratch) | https://arxiv.org/abs/2210.06551v5 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Scratch) | https://arxiv.org/abs/2210.06551v5 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Scratch) | https://arxiv.org/abs/2210.06551v5 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Scratch) | https://arxiv.org/abs/2210.06551v5 | 2D detector | SH |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | D3DP | https://arxiv.org/abs/2303.11579v2 | Average MPJPE (mm) | 39.5 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | D3DP | https://arxiv.org/abs/2303.11579v2 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | D3DP | https://arxiv.org/abs/2303.11579v2 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | D3DP | https://arxiv.org/abs/2303.11579v2 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | D3DP | https://arxiv.org/abs/2303.11579v2 | 2D detector | CPN |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | DDHPose | https://arxiv.org/abs/2403.04444v1 | Average MPJPE (mm) | 39.7 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | DDHPose | https://arxiv.org/abs/2403.04444v1 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | DDHPose | https://arxiv.org/abs/2403.04444v1 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | DDHPose | https://arxiv.org/abs/2403.04444v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | DDHPose | https://arxiv.org/abs/2403.04444v1 | 2D detector | CPN |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MixSTE (HRNet, T=243) | https://arxiv.org/abs/2203.00859v4 | Average MPJPE (mm) | 39.8 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MixSTE (HRNet, T=243) | https://arxiv.org/abs/2203.00859v4 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MixSTE (HRNet, T=243) | https://arxiv.org/abs/2203.00859v4 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MixSTE (HRNet, T=243) | https://arxiv.org/abs/2203.00859v4 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MixSTE (HRNet, T=243) | https://arxiv.org/abs/2203.00859v4 | 2D detector | HRNet |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | HEMlets Pose (H36M+MPII) | https://arxiv.org/abs/1910.12032v1 | Average MPJPE (mm) | 39.9 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | HEMlets Pose (H36M+MPII) | https://arxiv.org/abs/1910.12032v1 | Frames Needed | 1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | HEMlets Pose (H36M+MPII) | https://arxiv.org/abs/1910.12032v1 | PA-MPJPE | 27.9 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Spatio-Temporal Network (T=128) | https://arxiv.org/abs/2004.11822v1 | Average MPJPE (mm) | 40.1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Spatio-Temporal Network (T=128) | https://arxiv.org/abs/2004.11822v1 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Spatio-Temporal Network (T=128) | https://arxiv.org/abs/2004.11822v1 | Frames Needed | 128 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Spatio-Temporal Network (T=128) | https://arxiv.org/abs/2004.11822v1 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | Spatio-Temporal Network (T=128) | https://arxiv.org/abs/2004.11822v1 | PA-MPJPE | 30.7 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | KTPFormer | https://arxiv.org/abs/2404.00658v2 | Average MPJPE (mm) | 40.1 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | KTPFormer | https://arxiv.org/abs/2404.00658v2 | Use Video Sequence | Yes |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | KTPFormer | https://arxiv.org/abs/2404.00658v2 | Frames Needed | 243 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | KTPFormer | https://arxiv.org/abs/2404.00658v2 | Need Ground Truth 2D Pose | No |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | KTPFormer | https://arxiv.org/abs/2404.00658v2 | 2D detector | CPN |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | GenHMR | https://arxiv.org/abs/2412.14444v1 | Average MPJPE (mm) | 41.2 |
3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | GenHMR | https://arxiv.org/abs/2412.14444v1 | PA-MPJPE | 29.8 |
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