Hyperspectral Anomaly Detection on Gainesville (test)
99.37AUC (PD vs PF)Ours (HTV)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours (HTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 99.37 | 48.77 | 5.39 | |
| Ours (HSSTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 97.81 | 35.4 | 4.74 | |
| PCA-TLRSRCase=Case 3 (Non-Gaussian noise)2024.01 | 95.1 | 41.64 | 12.72 | |
| Ours (SSTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 95.01 | 25.35 | 4.74 | |
| AHMIDCase=Case 3 (Non-Gaussian noise)2024.01 | 94.72 | 19.41 | 5.15 | |
| ADLRCase=Case 3 (Non-Gaussian noise)2024.01 | 93.64 | 43.47 | 20.13 | |
| Ours (Nuclear)Case=Case 3 (Non-Gaussian noise)2024.01 | 93.13 | 26.26 | 5.63 | |
| 2S-GLRTCase=Case 3 (Non-Gaussian noise)2024.01 | 77.75 | 0 | 0.03 | |
| GAEDCase=Case 3 (Non-Gaussian noise)2024.01 | 65.33 | 24 | 17.41 | |
| LSDM-MoGCase=Case 3 (Non-Gaussian noise)2024.01 | 64.5 | 29.79 | 23.53 | |
| RGAECase=Case 3 (Non-Gaussian noise)2024.01 | 61.62 | 16.77 | 12.81 | |
| GTVLRRCase=Case 3 (Non-Gaussian noise)2024.01 | 52.11 | 49.71 | 47.73 | |
| MTVLRRCase=Case 3 (Non-Gaussian noise)2024.01 | 48.83 | 22.89 | 22.99 | |
| GRXCase=Case 3 (Non-Gaussian noise)2024.01 | 46.59 | 24.96 | 26.1 |