DeepGlobe
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Few-Shot Segmentation | DeepGlobe | mIoU60.8 | 61 | |
| Semantic Segmentation | Deepglobe | mIoU89.5 | 35 | |
| Semantic Segmentation | DeepGlobe (test) | mIoU74.1 | 20 | |
| Road Segmentation | DeepGlobe | Precision84.59 | 18 | |
| Binary Segmentation | DeepGlobe (test) | mIoU70.6 | 14 | |
| Cross-Domain Few-Shot Segmentation | DeepGlobe (test) | mIoU63.4 | 12 | |
| Semantic Segmentation | DeepGlobe (val) | mIoU64.38 | 7 | |
| Multi-label scene classification | DeepGlobe-ML Mixed Noise (test) | mAP macro (10% noise)79.15 | 7 | |
| Multi-label scene classification | DeepGlobe-ML Additive Noise (test) | mAP macro (10% noise)80.15 | 7 | |
| Few-Shot Segmentation | Deepglobe (test) | mIoU53.1 | 3 |
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