Hyperspectral Image Classification on Fanglu Tea Farm 1.0 (test)
98.27Overall Accuracy (OA)SDMamba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SDMamba2026.04 | 98.27 | 96.97 | 97.44 | |
| Unmixing-Guided Spatial-Spectral Mamba2026.04 | 98.23 | 96.5 | 97.38 | |
| Unmixing-Guided Spatial-Spectral MambaAblation=W/O Top-K2026.04 | 98.23 | 96.26 | 97.37 | |
| Unmixing-Guided Spatial-Spectral MambaAblation=W/O Variability2026.04 | 98.23 | 96.26 | 97.37 | |
| Unmixing-Guided Spatial-Spectral MambaAblation=W/O Pos_cls2026.04 | 98.15 | 95.69 | 97.26 | |
| SFMamba2026.04 | 98.13 | 86.38 | 97.21 | |
| DSNet2026.04 | 97.97 | 95.94 | 96.99 | |
| MambaHSI2026.04 | 97.93 | 94.19 | 96.98 | |
| SS-ConvNeXt2026.04 | 97.82 | 95.08 | 96.82 | |
| SSRN2026.04 | 97.7 | 91.93 | 96.64 | |
| S2VNet2026.04 | 97.58 | 91.32 | 96.62 | |
| Unmixing-Guided Spatial-Spectral MambaAblation=W/O Pos_um2026.04 | 96.75 | 92.62 | 95.18 | |
| SSTN2026.04 | 95 | 77.93 | 92.57 | |
| Random Forest2026.04 | 92.28 | 80.14 | 88.33 |