Hyperspectral Anomaly Detection on Los Angeles II (test)
0.9879AUC (PD vs PF)Ours (HTV)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours (HTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.9879 | 0.4132 | 0.0353 | |
| Ours (HSSTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.9838 | 0.4009 | 0.0317 | |
| Ours (SSTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.9714 | 0.2907 | 0.041 | |
| AHMIDCase=Case 3 (Non-Gaussian noise)2024.01 | 0.9612 | 0.3528 | 0.0659 | |
| Ours (Nuclear)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.9571 | 0.4848 | 0.1145 | |
| ADLRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.9103 | 0.8823 | 0.6152 | |
| PCA-TLRSRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.8945 | 0.4511 | 0.1685 | |
| RGAECase=Case 3 (Non-Gaussian noise)2024.01 | 0.8684 | 0.3025 | 0.1033 | |
| GAEDCase=Case 3 (Non-Gaussian noise)2024.01 | 0.8244 | 0.2997 | 0.1248 | |
| LSDM-MoGCase=Case 3 (Non-Gaussian noise)2024.01 | 0.8162 | 0.3907 | 0.2037 | |
| 2S-GLRTCase=Case 3 (Non-Gaussian noise)2024.01 | 0.6938 | 0.0143 | 0.0053 | |
| GTVLRRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.6466 | 0.5347 | 0.4582 | |
| MTVLRRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.5126 | 0.2083 | 0.2058 | |
| GRXCase=Case 3 (Non-Gaussian noise)2024.01 | 0.4752 | 0.2629 | 0.2799 |