UAV Human
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Action Recognition | UAV-Human CS v1 | Accuracy52.1 | 44 | |
| Action Recognition | UAV Human (test) | Top-1 Accuracy55 | 40 | |
| Action Recognition | UAV-Human (CSv2) | Accuracy78.1 | 23 | |
| Action Recognition | UAV-Human | Top-1 Acc38.5 | 17 | |
| Human Action Recognition | UAV-Human X-Sub | Accuracy49.6 | 15 | |
| Pose Estimation | UAV-Human v1 (test) | mAP73.18 | 14 | |
| Action Recognition | UAV-Human 20 | Top-1 Accuracy47.4 | 13 | |
| Person Re-identification | UAV-Human A -> A v1 (test) | mAP71.47 | 9 | |
| Person Re-identification | UAV-Human v1 (test) | mAP63.41 | 4 | |
| Person Re-identification | UAV-Human Aerial-Aerial | mAP70.4 | 3 | |
| Attribute Recognition | UAV-Human 1.0 (test) | Gender Accuracy75 | 2 | |
| Pose Estimation | UAV-Human | mAP56.9 | 2 | |
| Video Action Recognition | UAV Human Night (test) | Top-1 Accuracy33.78 | 2 |
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