Hyperspectral Anomaly Detection on Pavia Centre (Case 2)
0.9935AUC (PD vs PF)2S-GLRT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| 2S-GLRTScenario=Case 22024.01 | 0.9935 | 0.1676 | 0.0092 | |
| Ours (HTV)Scenario=Case 2, Regularizer=HTV2024.01 | 0.9888 | 0.3065 | 0.0107 | |
| Ours (HSSTV)Scenario=Case 2, Regularizer=HSSTV2024.01 | 0.9843 | 0.2932 | 0.0127 | |
| GTVLRRScenario=Case 22024.01 | 0.9799 | 0.2038 | 0.0236 | |
| MTVLRRScenario=Case 22024.01 | 0.9797 | 0.2156 | 0.0192 | |
| Ours (SSTV)Scenario=Case 2, Regularizer=SSTV2024.01 | 0.9645 | 0.1963 | 0.0134 | |
| PCA-TLRSRScenario=Case 22024.01 | 0.9619 | 0.3159 | 0.0577 | |
| GAEDScenario=Case 22024.01 | 0.943 | 0.0915 | 0.008 | |
| Ours (Nuclear)Scenario=Case 2, Regularizer=Nuclear2024.01 | 0.9367 | 0.1266 | 0.0151 | |
| GRXScenario=Case 22024.01 | 0.9188 | 0.1185 | 0.0314 | |
| AHMIDScenario=Case 22024.01 | 0.9171 | 0.0353 | 0.003 | |
| RGAEScenario=Case 22024.01 | 0.9157 | 0.1352 | 0.0245 | |
| ADLRScenario=Case 22024.01 | 0.8579 | 0.8607 | 0.6534 | |
| LSDM-MoGScenario=Case 22024.01 | 0.7996 | 0.4407 | 0.3458 |