Hyperspectral Anomaly Detection on Hyperion (Case 5)
99.68AUC (PD vs PF)Ours (HTV)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours (HTV)Regularization=HTV2024.01 | 99.68 | 35.22 | 0.99 | |
| Ours (HSSTV)Regularization=HSSTV2024.01 | 99.62 | 40.1 | 5.6 | |
| Ours (SSTV)Regularization=SSTV2024.01 | 99.11 | 74.51 | 44.96 | |
| Ours (Nuclear)Regularization=Nuclear2024.01 | 98.69 | 74.23 | 41.2 | |
| ADLR2024.01 | 96.83 | 92.04 | 61.33 | |
| PCA-TLRSR2024.01 | 96.28 | 56.94 | 18.1 | |
| MTVLRR2024.01 | 88.99 | 60.33 | 32.82 | |
| GTVLRR2024.01 | 86.52 | 59.85 | 34.18 | |
| 2S-GLRT2024.01 | 84.45 | 30.98 | 12.02 | |
| RGAE2024.01 | 81.74 | 43.14 | 25.42 | |
| GAED2024.01 | 80.3 | 42.51 | 25.9 | |
| LSDM-MoG2024.01 | 73.21 | 67.91 | 61.42 | |
| GRX2024.01 | 69.4 | 42.12 | 32.51 | |
| AHMID2024.01 | 60.52 | 11.45 | 6.7 |