VisDrone
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Object Detection | VisDrone (val) | AP5062.7 | 88 | |
| Object Detection | VisDrone (test) | AP5062.6 | 40 | |
| UAV Tracking | VisDrone 2018 | Precision88.6 | 32 | |
| Object Detection | VisDrone | mAP5058.3 | 31 | |
| Object Detection | VisDrone | AP @ IoU=0.5061.2 | 22 | |
| Object Detection | VisDrone 2019 | AP@5055 | 22 | |
| Object Detection | VisDrone 2019 (val) | AP@0.546 | 20 | |
| Object Detection | VisDrone DET 2019 (test-dev) | AP5058 | 15 | |
| Visual Object Tracking | VisDrone 2018 (test) | Precision88.6 | 15 | |
| Object Detection | VisDrone (test-dev) | mAP@0.530.7 | 13 | |
| Object Detection | VisDrone DET 2019 | Latency (ms)8.4 | 12 | |
| Object Detection | VisDrone 2021 (test) | mAP@.5:.9535.81 | 11 | |
| Multi-object tracking | VisDrone MOT 2019 (test-dev) | IDF158.6 | 9 | |
| Object Detection | VisDrone-DET 2019 (val) | mAP@5056.1 | 5 | |
| Object Detection | VisDrone 2019 (val-test) | mAP19.6 | 5 | |
| Object Detection | VisDrone 10% labeled images | AP27.46 | 5 | |
| Object Detection | VisDrone 5% labeled images | AP23.57 | 5 | |
| Object Detection | VisDrone 1% labeled images | AP17.21 | 5 | |
| Image Generation | VisDrone | FID34.34 | 4 | |
| Object Detection | VisDrone 10% labeled images (test-dev) | AP27.46 | 4 | |
| Counting | VisDrone-DET 10-category Count Range 101-1000 (test) | Macro MAE7.03 | 2 | |
| Out-of-Distribution Detection | VISDRONE | AUROC (Level 1)83.66 | 1 | |
| Detection | VisDrone | Metric- | 0 |
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