| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tensor Completion | Botswana 256 x 256 x 145 | PSNR45.27 | 35 | |
| Pansharpening | Botswana (test) | CC0.974 | 14 | |
| Hyperspectral Super-Resolution | Botswana | RMSE0.0118 | 11 | |
| Hyperspectral image super-resolution | Botswana without 1 band HR image (test) | RMSE0.0125 | 9 | |
| Hyperspectral Super-resolution | Botswana 80 LR HSI-HR MSI configurations (test) | RMSE0.0135 | 9 | |
| Hyperspectral Image Fusion | Botswana x8 scale (Out-of-Distribution) | PSNR39.89 | 7 | |
| Hyperspectral Image Fusion | Botswana x4 scale (In-Distribution) | PSNR45.31 | 7 | |
| Hyperspectral Image Classification | Botswana (test) | Overall Accuracy99.19 | 7 | |
| Hyperspectral Image Fusion | Botswana x32 scale (Out-of-Distribution) | PSNR35.35 | 6 | |
| Hyperspectral Image Fusion | Botswana x16 scale (Out-of-Distribution) | PSNR36.85 | 6 | |
| Hyperspectral Image Classification | Botswana 50/50 (test) | Mean Test Accuracy96.9 | 4 | |
| Hyperspectral Image Clustering | Botswana | OA64.101 | 2 | |
| Hyperspectral Image Classification | Botswana | Metric- | 0 |