WHU
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | WHU dataset (test) | F1 Score95.18 | 61 | |
| Change Detection | WHU dataset | F1 Score98.67 | 46 | |
| Building Extraction | WHU dataset | F1 Score95.58 | 28 | |
| Instance Segmentation | WHU dataset | AP (Mask)72.5 | 22 | |
| Object Detection | WHU dataset | AP (bbox)72.5 | 21 | |
| Building Extraction | WHU (test) | IoU92.15 | 20 | |
| Classification | WHU | Accuracy (Opt)86.86 | 9 | |
| Building extraction | WHU-A | IoU58.8 | 9 | |
| Building Detection | WHU | IoU (Building)93.58 | 8 | |
| Building extraction | WHU-S | IoU28.4 | 7 | |
| Hyperspectral classification | WHU | Throughput (imgs/s)14,928.86 | 4 | |
| Scene Classification | WHU-19 RGB | Accuracy96.21 | 4 |
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