MPII
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Human Pose Estimation | MPII (test) | Shoulder PCK97.8 | 314 | |
| 2D Human Pose Estimation | MPII (val) | Head98 | 61 | |
| Human Pose Estimation | MPII | Head Accuracy98.5 | 32 | |
| Activity Recognition | MPII (test) | mAP37.5 | 20 | |
| Human Pose Estimation | MPII (val) | PCKh (Mean)94.2 | 17 | |
| Human Body Restoration | MPII (test) | C-IQA70.76 | 11 | |
| Action Classification | MPII (val) | mAP32 | 11 | |
| Gaze Estimation | MPII (test) | Mean Angular Error6.43 | 8 | |
| Human Pose Estimation | MPII Subset of 288 images (test) | Acc (Head)92.9 | 7 | |
| Keypoint Localization | MPII (cross-dataset) | Acc (Shoulder)96.1 | 6 | |
| Keypoint Detection | MPII (test) | Mean@0.594.1 | 5 | |
| Human-Object Interaction Recognition | MPII (val) | mAP55.3 | 5 | |
| Human Pose Estimation | MPII-C (val) | PCKh90.3 | 4 | |
| Human Pose Estimation | MPII 11431 single person images (train) | Head Joint Accuracy90.4 | 4 | |
| Suspicious Object Detection | MPII (test) | mAP5090.5 | 1 |
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