HSI-Drive
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Hyperspectral Semantic Segmentation | HSI Drive v2.0 (test) | Accuracy (mu)97.44 | 7 | |
| Hyperspectral Semantic Segmentation | HSI-Drive C: 25 Original (test) | mIoU61.86 | 7 | |
| Spectral classification | HSI-Drive HS3-Bench (test) | OA82.83 | 5 | |
| Semantic Segmentation | HSI-Drive (test) | mIoU60.51 | 4 | |
| Semantic Segmentation | HSI-Drive HS3-Bench (test) | OA96.78 | 3 | |
| Semantic Segmentation | HSI-Drive 6-class painted metal v2.0, v2.1 (5-fold cross-validation) | Road Accuracy98.08 | 2 | |
| Semantic Segmentation | HSI-Drive 6-class experiment: pedestrians v2.0 v2.1 | Road Accuracy97.6 | 2 |
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