Hyperspectral Anomaly Detection on Los Angeles I (test)
0.9961AUC (PD, PF)Ours (HSSTV)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours (HSSTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.9961 | 0.1804 | 0.0261 | |
| Ours (SSTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.996 | 0.1811 | 0.0264 | |
| Ours (HTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.9954 | 0.1691 | 0.0165 | |
| AHMIDCase=Case 3 (Non-Gaussian noise)2024.01 | 0.9937 | 0.0479 | 0.0024 | |
| Ours (Nuclear)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.9838 | 0.1771 | 0.0363 | |
| ADLRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.9522 | 0.848 | 0.5296 | |
| GTVLRRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.8686 | 0.224 | 0.1364 | |
| LSDM-MoGCase=Case 3 (Non-Gaussian noise)2024.01 | 0.8138 | 0.0637 | 0.0292 | |
| PCA-TLRSRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.7704 | 0.1958 | 0.1149 | |
| RGAECase=Case 3 (Non-Gaussian noise)2024.01 | 0.6901 | 0.0818 | 0.0463 | |
| GAEDCase=Case 3 (Non-Gaussian noise)2024.01 | 0.6633 | 0.0816 | 0.0493 | |
| 2S-GLRTCase=Case 3 (Non-Gaussian noise)2024.01 | 0.646 | 0.0188 | 0.0086 | |
| MTVLRRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.6056 | 0.1994 | 0.1671 | |
| GRXCase=Case 3 (Non-Gaussian noise)2024.01 | 0.5224 | 0.2119 | 0.2008 |