UAVid
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | UAVid | mIoU59.7 | 70 | |
| Semantic Segmentation | UAVid (test) | mIoU79 | 58 | |
| Semantic Segmentation | UAVid (val) | mIoU82.3 | 22 | |
| Open-vocabulary semantic segmentation | UAVid | mIoU60 | 20 | |
| Semantic Segmentation | UAVid | Building IoU95.56 | 13 | |
| Semantic Segmentation | UAVid 8 semantic classes (val) | mIoU81.92 | 12 | |
| Few-shot Segmentation | UAVid (test) | Foreground mIoU56.1 | 10 | |
| Video Prediction | UAVid 128x128 (test) | PSNR30.7 | 9 | |
| Video Semantic Segmentation | Real UAVid published (val) | mIoU80.63 | 5 | |
| Visible-road Segmentation | UAVid | mIoU62.9 | 4 | |
| Video Prediction | UAVid 512x512 (test) | PSNR28.4 | 3 | |
| Semantic Segmentation | UAVid (Sequence #31) | mIoU0.619 | 3 | |
| Semantic Segmentation | UAVid (Sequence #14) | mIoU (%)74.1 | 3 | |
| Video Prediction | UAVid 1024x1024 (test) | PSNR19.3 | 1 |
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