Hyperspectral Anomaly Detection on Pavia (test)
0.991AUC (D, F)Ours (HTV)
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Ours (HTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.991 | 0.3402 | 0.023 | — | — | — | — | — | |
| Ours (HSSTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.9799 | 0.3488 | 0.0233 | — | — | — | — | — | |
| Ours (SSTV)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.9675 | 0.3242 | 0.0304 | — | — | — | — | — | |
| PCA-TLRSRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.9545 | 0.404 | 0.1089 | — | — | — | — | — | |
| Ours (Nuclear)Case=Case 3 (Non-Gaussian noise)2024.01 | 0.9282 | 0.2255 | 0.0283 | — | — | — | — | — | |
| AHMIDCase=Case 3 (Non-Gaussian noise)2024.01 | 0.9162 | 0.0155 | 0.0028 | — | — | — | — | — | |
| RGAECase=Case 3 (Non-Gaussian noise)2024.01 | 0.8756 | 0.2317 | 0.0657 | — | — | — | — | — | |
| GTVLRRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.8543 | 0.2798 | 0.124 | — | — | — | — | — | |
| MTVLRRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.8442 | 0.2578 | 0.1146 | — | — | — | — | — | |
| LSDM-MoGCase=Case 3 (Non-Gaussian noise)2024.01 | 0.8267 | 0.1586 | 0.0447 | — | — | — | — | — | |
| ADLRCase=Case 3 (Non-Gaussian noise)2024.01 | 0.777 | 0.7075 | 0.4419 | — | — | — | — | — | |
| GAEDCase=Case 3 (Non-Gaussian noise)2024.01 | 0.7591 | 0.1575 | 0.0684 | — | — | — | — | — | |
| 2S-GLRTCase=Case 3 (Non-Gaussian noise)2024.01 | 0.6411 | 0.002 | 0.0019 | — | — | — | — | — | |
| GRXCase=Case 3 (Non-Gaussian noise)2024.01 | 0.5739 | 0.2262 | 0.1793 | — | — | — | — | — |