Hyperspectral Anomaly Detection on Los Angeles I (Case 2)
0.9967AUC (ROC)GTVLRR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GTVLRRScenario=Case 22024.01 | 0.9967 | 0.1992 | 0.0268 | |
| AHMIDScenario=Case 22024.01 | 0.9965 | 0.0656 | 0.005 | |
| Ours (Nuclear)Scenario=Case 2, Regularizer=Nuclear2024.01 | 0.9962 | 0.1758 | 0.0328 | |
| Ours (HSSTV)Scenario=Case 2, Regularizer=HSSTV2024.01 | 0.9935 | 0.1241 | 0.0091 | |
| Ours (HTV)Scenario=Case 2, Regularizer=HTV2024.01 | 0.9932 | 0.1267 | 0.0097 | |
| RGAEScenario=Case 22024.01 | 0.9922 | 0.0412 | 0.0016 | |
| ADLRScenario=Case 22024.01 | 0.9916 | 0.7337 | 0.3149 | |
| GAEDScenario=Case 22024.01 | 0.9911 | 0.0391 | 0.0015 | |
| 2S-GLRTScenario=Case 22024.01 | 0.9712 | 0.095 | 0.0112 | |
| PCA-TLRSRScenario=Case 22024.01 | 0.9712 | 0.1212 | 0.0323 | |
| Ours (SSTV)Scenario=Case 2, Regularizer=SSTV2024.01 | 0.9711 | 0.0549 | 0.0086 | |
| MTVLRRScenario=Case 22024.01 | 0.9418 | 0.0633 | 0.0091 | |
| GRXScenario=Case 22024.01 | 0.7863 | 0.0437 | 0.0222 | |
| LSDM-MoGScenario=Case 22024.01 | 0.5614 | 0.5001 | 0.4905 |