CMU Panoptic
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-person 3D Human Pose Estimation | CMU Panoptic | MPJPE (Mean) [mm]10 | 42 | |
| 3D Human Pose Estimation | CMU Panoptic | Mean MPJPE13.7 | 32 | |
| 3D Human Pose Estimation | CMU Panoptic (test) | MPJPE10.6 | 32 | |
| Multi-person 3D Human Pose Estimation | CMU Panoptic (test) | MPJPE (Average)15.76 | 22 | |
| 3D Human Mesh Recovery | CMU-Panoptic | Haggl141.4 | 19 | |
| 3D Human Pose Estimation | CMU Panoptic JLT+15 (test) | MPJPE13.98 | 14 | |
| 3D Human Pose Estimation | CMU Panoptic 18 | Haggling MPJPE50.9 | 14 | |
| 3D Reconstruction | CMU Panoptic-Toddler (test) | MPJPE (mm)92.52 | 12 | |
| Dynamic Surface Reconstruction | CMU Panoptic (Pizza1) | Accuracy18.3 | 12 | |
| Dynamic Surface Reconstruction | CMU Panoptic Haggling b2 | Accuracy13.7 | 12 | |
| Dynamic Surface Reconstruction | CMU Panoptic (Ian3) | Accuracy21.8 | 12 | |
| Dynamic Surface Reconstruction | CMU Panoptic (Band1) | Accuracy17.1 | 12 | |
| 3D Human Pose Estimation | CMU Panoptic Average K=1-7 CMU0 (test) | AP@2584.8 | 10 | |
| Head Pose Estimation | CMU Panoptic (test) | Yaw6.77 | 9 | |
| Human Mesh Recovery | CMU-Panoptic 22 | Haggl97.2 | 8 | |
| 3D Multi-person Pose Estimation (In-domain) | CMU Panoptic 17 (test) | MPJPE15.8 | 7 | |
| 3D Keypoints Estimation | CMU Panoptic conventional (test) | MPJPE (mm)15.7 | 7 | |
| 3D Reconstruction | CMU Panoptic Toddler | Root MPJPE (mm)92.52 | 6 | |
| Head Pose Estimation | CMU Panoptic | Mean GE7.45 | 6 | |
| 3D Multi-person Pose Estimation | CMU Panoptic | MPJPE (mm)15.66 | 6 | |
| 3D Human Pose Estimation | CMU-Panoptic 20 (test) | Haggl. Error109.6 | 6 | |
| 3D Human Pose Estimation | CMU Panoptic 17-subset (val) | MPJPE13.7 | 6 | |
| Point Cloud Correspondence | CMU-Panoptic | Error3.2 | 5 | |
| Novel View Synthesis | CMU Panoptic 960x540 (p3) | PSNR29.38 | 5 | |
| Novel View Synthesis | CMU Panoptic 960x540 (p2) | PSNR28.78 | 5 |
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