Hyperspectral Anomaly Detection on San Diego (Case 2)
0.9916AUC (PD vs PF)GTVLRR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GTVLRRScenario=Case 22024.01 | 0.9916 | 0.4051 | 0.068 | |
| RGAEScenario=Case 22024.01 | 0.9902 | 0.1912 | 0.0132 | |
| GAEDScenario=Case 22024.01 | 0.9896 | 0.192 | 0.0119 | |
| MTVLRRScenario=Case 22024.01 | 0.9865 | 0.3728 | 0.0307 | |
| Ours (HTV)Scenario=Case 2, Regularizer=HTV2024.01 | 0.9844 | 0.3243 | 0.0234 | |
| PCA-TLRSRScenario=Case 22024.01 | 0.9821 | 0.3312 | 0.0495 | |
| ADLRScenario=Case 22024.01 | 0.9791 | 0.9075 | 0.5123 | |
| Ours (Nuclear)Scenario=Case 2, Regularizer=Nuclear2024.01 | 0.9636 | 0.2425 | 0.0242 | |
| 2S-GLRTScenario=Case 22024.01 | 0.9529 | 0.1468 | 0.0152 | |
| Ours (HSSTV)Scenario=Case 2, Regularizer=HSSTV2024.01 | 0.9484 | 0.2424 | 0.0302 | |
| Ours (SSTV)Scenario=Case 2, Regularizer=SSTV2024.01 | 0.9343 | 0.1392 | 0.0169 | |
| AHMIDScenario=Case 22024.01 | 0.9335 | 0.2141 | 0.0283 | |
| GRXScenario=Case 22024.01 | 0.8461 | 0.2227 | 0.1299 | |
| LSDM-MoGScenario=Case 22024.01 | 0.7374 | 0.4049 | 0.2965 |