Hyperspectral Anomaly Detection on Los Angeles II (Case 2)
0.9845AUC (PD vs PF)Ours (HTV)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours (HTV)Scenario=Case 2, Regularizer=HTV2024.01 | 0.9845 | 0.3438 | 0.021 | |
| Ours (HSSTV)Scenario=Case 2, Regularizer=HSSTV2024.01 | 0.9818 | 0.3259 | 0.0226 | |
| PCA-TLRSRScenario=Case 22024.01 | 0.9714 | 0.3954 | 0.1227 | |
| Ours (SSTV)Scenario=Case 2, Regularizer=SSTV2024.01 | 0.9694 | 0.3098 | 0.0297 | |
| AHMIDScenario=Case 22024.01 | 0.9644 | 0.0527 | 0.003 | |
| Ours (Nuclear)Scenario=Case 2, Regularizer=Nuclear2024.01 | 0.9622 | 0.3378 | 0.0459 | |
| RGAEScenario=Case 22024.01 | 0.9545 | 0.2507 | 0.0196 | |
| GTVLRRScenario=Case 22024.01 | 0.9502 | 0.2788 | 0.0867 | |
| ADLRScenario=Case 22024.01 | 0.9484 | 0.8932 | 0.4454 | |
| 2S-GLRTScenario=Case 22024.01 | 0.9406 | 0.2064 | 0.0306 | |
| GAEDScenario=Case 22024.01 | 0.9388 | 0.2412 | 0.0209 | |
| MTVLRRScenario=Case 22024.01 | 0.8147 | 0.207 | 0.1338 | |
| GRXScenario=Case 22024.01 | 0.7111 | 0.3253 | 0.2593 | |
| LSDM-MoGScenario=Case 22024.01 | 0.5771 | 0.7279 | 0.7118 |