Hyperspectral Anomaly Detection on Urban I
99.83AUC (PD, PF)HyFuHAD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HyFuHAD2026.05 | 99.83 | 2.6841 | — | — | |
| GTHAD2026.05 | 99.7 | 9.2304 | — | — | |
| TGFA-AD2026.05 | 99.59 | 6.3551 | — | — | |
| GRX2026.05 | 99.07 | 0.0826 | — | — | |
| BockNet2026.05 | 99.07 | 29.844 | — | — | |
| DirectNet2026.05 | 99.06 | 4,383 | — | — | |
| OT-AD2026.05 | 98.86 | 7.0764 | — | — | |
| BSDM2026.05 | 98.81 | 11.5979 | — | — | |
| NL2Net2026.05 | 98.44 | 3.0506 | — | — | |
| TAEF2026.05 | 98.27 | 31.1799 | — | — | |
| PUNNet2026.05 | 98.13 | 21.7211 | — | — | |
| LARTVAD2026.05 | 97.99 | 17.4289 | — | — | |
| Auto-AD2026.05 | 95.46 | 3.792 | — | — | |
| TPCA2026.05 | 93.91 | 14.9365 | — | — | |
| GTVLRR2026.05 | 93.59 | 82.117 | — | — | |
| LARTVAD2026.06 | 0.9896 | — | 0.8748 | 11.6006 | |
| OTAD2026.06 | 0.9896 | — | 0.909 | 8.1447 | |
| PUUNet2026.06 | 0.9859 | — | 0.8593 | 12.8411 | |
| NL2Net2026.06 | 0.9837 | — | 0.7568 | 23.066 | |
| RGAE2026.06 | 0.9818 | — | 0.8468 | 13.7503 | |
| BockNet2026.06 | 0.9792 | — | 0.848 | 13.3987 | |
| GTHAD2026.06 | 0.9772 | — | 0.9297 | 4.8608 | |
| GTVLRR2026.06 | 0.943 | — | 0.9389 | 0.4348 | |
| SuperRPCA2026.06 | 0.9372 | — | 0.8135 | 13.1989 | |
| LRASR2026.06 | 0.8708 | — | 0.8171 | 6.1667 | |
| AHADAblation Case=Case 1, SSTV=Yes, Lipschitz=Yes, PAG=Yes, Denoising=No2026.06 | — | — | — | 21.7317 | |
| AHADAblation Case=Case 2, SSTV=Yes, Lipschitz=No, PAG=No, Denoising=No2026.06 | — | — | — | 8.8919 | |
| AHADAblation Case=Case 3, SSTV=No, Lipschitz=Yes, PAG=No, Denoising=No2026.06 | — | — | — | 1.0127 | |
| AHADAblation Case=Case 4, SSTV=No, Lipschitz=No, PAG=Yes, Denoising=No2026.06 | — | — | — | 10.8332 | |
| AHADAblation Case=Case 5, SSTV=Yes, Lipschitz=Yes, PAG=Yes, Denoising=Yes2026.06 | — | — | — | 53.1407 |