UAVDT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Object Detection | UAVDT (test) | mAP76.55 | 42 | |
| UAV Tracking | UAVDT | Precision84 | 32 | |
| Object Detection | UAVDT | mAP52.8 | 32 | |
| Visual Object Tracking | UAVDT | Precision83.1 | 23 | |
| Visual Object Tracking | UAVDT (test) | AUC61.2 | 19 | |
| Multi-object tracking | UAVDT (test) | IDF179.3 | 18 | |
| Video Object Detection | UAVDT (test) | mAP53.76 | 18 | |
| UAV Tracking | UAVDT (test) | Precision82.8 | 15 | |
| Visual Grounding | UAVDT sampled 500 images (test) | AP5069.9 | 7 | |
| Object Detection | UAVDT-C (test) | mAP (R1, Fog)10.2 | 7 | |
| Action Prediction | UAVDT (8 selected videos) | Avg Correct Action Rate94.5 | 6 | |
| Object Detection | UAVDT 13 (test) | AP50:9517.4 | 6 | |
| Object Detection | UAVDT 19 (test) | mAP@0.535.8 | 5 | |
| Image Generation | UAVDT | FID29.73 | 3 | |
| Out-of-Distribution Detection | UAVDT | AUROC (L1)92.12 | 1 |
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