Hyperspectral Image Classification on QUH-Tangdaowan 1.0 (test)
98.25Overall Accuracy (OA)SDMamba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SDMamba2026.04 | 98.25 | 96.54 | 98.01 | |
| Unmixing-Guided Spatial-Spectral MambaAblation=W/O Top-K2026.04 | 98.19 | 96.71 | 97.93 | |
| Unmixing-Guided Spatial-Spectral MambaAblation=W/O Variability2026.04 | 98.19 | 96.71 | 97.93 | |
| Unmixing-Guided Spatial-Spectral Mamba2026.04 | 98.11 | 95.92 | 97.85 | |
| S2VNet2026.04 | 97.76 | 94.89 | 97.21 | |
| MambaHSI2026.04 | 96.46 | 94.82 | 96 | |
| Unmixing-Guided Spatial-Spectral MambaAblation=W/O Pos_um2026.04 | 96.36 | 90.36 | 95.86 | |
| SS-ConvNeXt2026.04 | 94.1 | 85.52 | 93.28 | |
| DSNet2026.04 | 93.94 | 86.96 | 93.08 | |
| SFMamba2026.04 | 93.86 | 86.46 | 92.98 | |
| SSRN2026.04 | 93.59 | 88.51 | 92.74 | |
| SSTN2026.04 | 92.72 | 85.94 | 91.7 | |
| Random Forest2026.04 | 88.66 | 73.57 | 86.96 | |
| Unmixing-Guided Spatial-Spectral MambaAblation=W/O Pos_cls2026.04 | 88.01 | 73.84 | 86.28 |