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 | JTA | Dual network | https://arxiv.org/abs/2205.00748v3 | F1(t=0.4m) | 58.15 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | JTA | Dual network | https://arxiv.org/abs/2205.00748v3 | F1(t=0.8m) | 69.32 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | JTA | Dual network | https://arxiv.org/abs/2205.00748v3 | F1(t=1.2m) | 74.19 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | SLOPER4D | LiDAR-HMR | https://arxiv.org/abs/2311.11971v1 | Average MPJPE (mm) | 50.70 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | SLOPER4D | Graphormer | https://arxiv.org/abs/2311.11971v1 | Average MPJPE (mm) | 77.1 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | SLOPER4D | LiDARCap | https://arxiv.org/abs/2203.14698v1 | Average MPJPE (mm) | 79.17 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | SLOPER4D | LiDARCap | https://arxiv.org/abs/2203.14698v1 | Average MPJPE (mm) | 86.06 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Waymo Open Dataset | VoxelKP | https://arxiv.org/abs/2312.08871v1 | MPJPE | 8.87 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | AdaFuse | https://arxiv.org/abs/2010.13302v1 | Average MPJPE (mm) | 19.2 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | AdaDeepFuse | https://arxiv.org/abs/2208.11960v1 | Average MPJPE (mm) | 22.5 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | GeoFuse | https://arxiv.org/abs/2003.11163v2 | Average MPJPE (mm) | 24.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | LWCDR | https://arxiv.org/abs/2004.02186v2 | Average MPJPE (mm) | 27.5 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | DeepFuse-IMU | https://arxiv.org/abs/1912.04071v1 | Average MPJPE (mm) | 28.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | Fusion-RPSM | https://arxiv.org/abs/1909.01203v1 | Average MPJPE (mm) | 29.0 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | MTF-Transformer (M=0.4, T=7) | https://arxiv.org/abs/2110.05092v2 | Average MPJPE (mm) | 29.2 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | DeepFuse-Vision Only | https://arxiv.org/abs/1912.04071v1 | Average MPJPE (mm) | 32.7 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | AutoEnc | http://arxiv.org/abs/1807.01511v1 | Average MPJPE (mm) | 35 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | Single-RPSM | https://arxiv.org/abs/1909.01203v1 | Average MPJPE (mm) | 41.0 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | IMUPVH | https://cvssp.org/projects/totalcapture/TotalCapture/ | Average MPJPE (mm) | 70 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | Tri-CPM | http://arxiv.org/abs/1602.00134v4 | Average MPJPE (mm) | 99 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | PVH | https://cvssp.org/projects/totalcapture/TotalCapture/ | Average MPJPE (mm) | 107 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Total Capture | ROS node wrapping | http://arxiv.org/abs/1803.02622v2 | Average MPJPE (mm) | 112 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | AIST++ | RobustCap | https://arxiv.org/abs/2309.00310v1 | MPJPE | 33.1 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | AIST++ | HybridCap | https://arxiv.org/abs/2203.09287v2 | MPJPE | 33.3 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | AIST++ | SPIN + HANet (T=51) | https://arxiv.org/abs/2211.15868v1 | MPJPE | 64.3 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | AIST++ | SPIN + HANet (T=51) | https://arxiv.org/abs/2211.15868v1 | Acceleration Error | 6.4 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | AIST++ | DeciWatch | https://arxiv.org/abs/2203.08713v2 | MPJPE | 67.2 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | AIST++ | DeciWatch | https://arxiv.org/abs/2203.08713v2 | Single-view | Y |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | AIST++ | SPIN + HANet (T=101) | https://arxiv.org/abs/2211.15868v1 | MPJPE | 69.2 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | AIST++ | SPIN + HANet (T=101) | https://arxiv.org/abs/2211.15868v1 | Acceleration Error | 5.4 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Geometric Pose Affordance | ResNet-F | https://arxiv.org/abs/1905.07718v2 | PCK3D (CS) | 82.0 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Geometric Pose Affordance | ResNet-F | https://arxiv.org/abs/1905.07718v2 | PCK3D (CA) | 84.8 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Geometric Pose Affordance | ResNet-F | https://arxiv.org/abs/1905.07718v2 | MPJPE (CS) | 97.8 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Geometric Pose Affordance | ResNet-F | https://arxiv.org/abs/1905.07718v2 | MPJPE (CA) | 85.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Geometric Pose Affordance | ResNet-F | https://arxiv.org/abs/1905.07718v2 | MPJPE | 94.1 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Geometric Pose Affordance | ResNet-F | https://arxiv.org/abs/1905.07718v2 | PCK | 82.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Geometric Pose Affordance | Cross Dataset Generalization | https://arxiv.org/abs/2004.03143v1 | MPJPE | 53.3 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | UPose3D (eval only) | https://arxiv.org/abs/2404.14634v3 | MPJPE | 34.7 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | UPose3D (eval only) | https://arxiv.org/abs/2404.14634v3 | PA-MPJPE | 32 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | SkelFormer (HRNet - eval only) | https://arxiv.org/abs/2404.12625v1 | MPJPE | 44.2 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | SkelFormer (HRNet - eval only) | https://arxiv.org/abs/2404.12625v1 | PA-MPJPE | 35.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | SkelFormer (HRNet - eval only) | https://arxiv.org/abs/2404.12625v1 | MPVPE | 39.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | IPMAN-R | https://arxiv.org/abs/2303.18246v3 | MPJPE | 79 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | IPMAN-R | https://arxiv.org/abs/2303.18246v3 | PA-MPJPE | 47.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | IPMAN-R | https://arxiv.org/abs/2303.18246v3 | MPVPE | 89.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | IPMAN-R | https://arxiv.org/abs/2303.18246v3 | BoSE | 71.2% |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | WHAM (ViT) | https://arxiv.org/abs/2312.07531v2 | MPJPE | 80 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | WHAM (ViT) | https://arxiv.org/abs/2312.07531v2 | PA-MPJPE | 44.3 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | RICH | WHAM (ViT) | https://arxiv.org/abs/2312.07531v2 | MPVPE | 91.2 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PVE-All | 56.4 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PVE-Hands | 24.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PVE-Face | 19.3 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PA-PVE-All | 23.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PA-PVE-Hands | 7.0 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Multi-HMR | https://arxiv.org/abs/2402.14654v2 | PA-PVE-Face | 1.8 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PVE-All | 57.5 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PVE-Hands | 40.2 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PVE-Face | 21.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PA-PVE-All | 31.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PA-PVE-Hands | 10.3 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | SMPLer-X | https://arxiv.org/abs/2309.17448v3 | PA-PVE-Face | 2.8 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PVE-All | 81.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PVE-Hands | 41.5 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PVE-Face | 21.2 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PA-PVE-All | 42.2 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PA-PVE-Hands | 8.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | OSX | https://arxiv.org/abs/2303.16160v1 | PA-PVE-Face | 2.0 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PVE-All | 104.1 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PVE-Hands | 45.7 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PVE-Face | 27.0 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PA-PVE-All | 44.8 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PA-PVE-Hands | 8.9 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | UBody | Hand4Whole | https://arxiv.org/abs/2011.11534v4 | PA-PVE-Face | 2.8 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Geometric Pose Affordance | Baseline model | http://arxiv.org/abs/1704.02447v2 | MPJPE (CS) | 99.4 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Geometric Pose Affordance | Baseline model | http://arxiv.org/abs/1704.02447v2 | MPJPE (CA) | 89.2 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Geometric Pose Affordance | Baseline model | http://arxiv.org/abs/1704.02447v2 | PCK3D (CS) | 81.3 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation | Geometric Pose Affordance | Baseline model | http://arxiv.org/abs/1704.02447v2 | PCK3D (CA) | 83.6 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | SUN-Mem | TIP-sum PPM-GGM-DDM-DF | https://arxiv.org/abs/2001.10516v1 | AUPRC | 89 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | SUN-Mem | TIP-sum PPM-GGM-DDM-DF | https://arxiv.org/abs/2001.10516v1 | AUROC | 0.914 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | SUN-Mem | TIP-sum PPM-GGM-DDM-DF | https://arxiv.org/abs/2001.10516v1 | AP50 | 89 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | Gaming 3D (G3D) | PISEP^2 (L1 norm) | https://arxiv.org/abs/1909.01818v1 | MSE | 0.1199 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | Gaming 3D (G3D) | PISEP^2 (L1 norm) | https://arxiv.org/abs/1909.01818v1 | MAE | 1.1101 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | Gaming 3D (G3D) | PISEP^2 (L2) | https://arxiv.org/abs/1909.01818v1 | MSE | 0.1434 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | Gaming 3D (G3D) | PISEP^2 (L2) | https://arxiv.org/abs/1909.01818v1 | MAE | 1.4038 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PISEP^2 (L1 norm) | https://arxiv.org/abs/1909.01818v1 | MSE | 0.1210 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PISEP^2 (L1 norm) | https://arxiv.org/abs/1909.01818v1 | MAE | 1.1651 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PISEP^2 (L2) | https://arxiv.org/abs/1909.01818v1 | MSE | 0.1354 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PISEP^2 (L2) | https://arxiv.org/abs/1909.01818v1 | MAE | 1.4063 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PredCNN | https://doi.org/10.24963/ijcai.2018/408 | MSE | 0.1665 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Pose Prediction | Filtered NTU RGB+D | PredCNN | https://doi.org/10.24963/ijcai.2018/408 | MAE | 1.6394 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Finetune) | https://arxiv.org/abs/2210.06551v5 | Average MPJPE (mm) | 37.5 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Finetune) | https://arxiv.org/abs/2210.06551v5 | Use Video Sequence | Yes |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Finetune) | https://arxiv.org/abs/2210.06551v5 | Frames Needed | 243 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionBERT (Finetune) | https://arxiv.org/abs/2210.06551v5 | 2D detector | SH |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-L | https://arxiv.org/abs/2310.16288v1 | Average MPJPE (mm) | 38.4 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-L | https://arxiv.org/abs/2310.16288v1 | Use Video Sequence | Yes |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-L | https://arxiv.org/abs/2310.16288v1 | Frames Needed | 243 |
1 Image, 2*2 Stitchi > Pose Estimation > 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 |
1 Image, 2*2 Stitchi > Pose Estimation > 3D Human Pose Estimation > Monocular 3D Human Pose Estimation | Human3.6M | MotionAGFormer-L | https://arxiv.org/abs/2310.16288v1 | 2D detector | SH |
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