SpaceNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Road Extraction | SpaceNet | mIoU0.6142 | 33 | |
| Semantic Segmentation | SpaceNet v1 | macro mIoU80.83 | 20 | |
| Semantic Segmentation | SpaceNet 7 | mIoU61.84 | 19 | |
| Road Graph Extraction | SpaceNet | Precision93.68 | 16 | |
| Change Detection | SpaceNet7-CD (test) | Precision78.65 | 8 | |
| Semantic Segmentation | SpaceNet7-SS | Precision82.79 | 8 | |
| Semantic Segmentation | SpaceNet (test) | mIoU78.51 | 8 | |
| Object Detection | SpaceNet | mAP50:9578.1 | 7 | |
| Road Network Extraction | SpaceNet (test) | F1 Score82.51 | 6 | |
| Pan-sharpening | SpaceNet | PSNR22.85 | 5 | |
| Semantic Segmentation | SpaceNet building segmentation 96 (val) | mIoU81.12 | 5 | |
| Super-Resolution | SpaceNet | PSNR (dB)45.19 | 4 | |
| Road Network Extraction | SpaceNet | Inference Time (min)15.24 | 3 | |
| Semantic Segmentation | SpaceNet | mIoU78.9 | 3 | |
| Signal Detection | SpaceNet | Metric- | 0 |
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