Hyperspectral Image Classification on Houston 10% training samples 2018 (test)
97.72OASCT-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SCT-NetTraining samples percentage=10%2026.04 | 97.72 | 95.04 | 0.9699 | |
| MASSFormerTraining samples percentage=10%2026.04 | 97.64 | 94.61 | 0.969 | |
| SSFTTTraining samples percentage=10%2026.04 | 97 | 94.43 | 0.9605 | |
| HybridSNTraining samples percentage=10%2026.04 | 96.32 | 92.18 | 0.9522 | |
| SpectralFormerTraining samples percentage=10%2026.04 | 91.7 | 79.91 | 0.89 | |
| 3D-CNNTraining samples percentage=10%2026.04 | 86.68 | 82.73 | 0.8234 | |
| 2D-CNNTraining samples percentage=10%2026.04 | 86.11 | 80.54 | 0.8106 | |
| SVMTraining samples percentage=10%2026.04 | 84.11 | 72.72 | 0.7873 | |
| SS-MambaTraining samples percentage=10%2026.04 | 68.06 | 84.42 | 0.6149 |