Hyperspectral Anomaly Detection on Pavia
10.92AUC (Pf, τ)CRD
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CRD2026.01 | 10.92 | — | — | — | 1.3298 | 87.19 | 3.1922 | 23.95 | 1.2206 | 98.11 | 34.87 | |
| CRD2026.01 | 7.05 | — | 99.05 | 35.67 | 1.3472 | 92 | 5.0577 | 28.61 | 1.2767 | — | — | |
| PTA2026.01 | 5.9 | — | 96.35 | 39.52 | 1.3588 | 90.45 | 6.7001 | 33.62 | 1.2998 | — | — | |
| PTA2026.01 | 5.9 | — | — | — | 1.3588 | 90.45 | 6.7001 | 33.62 | 1.2998 | 96.35 | 39.52 | |
| ScoreAD2026.01 | 4.99 | — | 99.87 | 38.8 | 1.3867 | 94.88 | 7.7812 | 33.82 | 1.3369 | — | — | |
| RGAE2026.01 | 3.8 | — | — | — | 1.1955 | 88.96 | 7.0451 | 22.98 | 1.1575 | 92.77 | 26.78 | |
| RGAE2026.01 | 3.75 | — | 92.77 | 26.53 | 1.193 | 89.02 | 7.0672 | 22.77 | 1.1555 | — | — | |
| LRX2026.01 | 3.42 | — | — | — | 1.0604 | 91.54 | 3.2431 | 7.67 | 1.0263 | 94.96 | 11.09 | |
| RXAD2026.01 | 2.33 | — | 99.05 | 17.3 | 1.1635 | 96.72 | 7.4149 | 14.97 | 1.1402 | — | — | |
| GRX2026.01 | 2.33 | — | — | — | 1.1635 | 96.72 | 7.4149 | 14.97 | 1.1402 | 99.05 | 17.3 | |
| GTVLRR2026.01 | 2.22 | — | — | — | 1.3109 | 97.14 | 14.3233 | 29.52 | 1.2887 | 99.35 | 31.73 | |
| TAEF2026.01 | 2.13 | — | 98.69 | 20.87 | 1.1955 | 96.56 | 9.8062 | 18.74 | 1.1743 | — | — | |
| TAEF2026.01 | 1.72 | — | — | — | 1.2114 | 97.28 | 12.8838 | 20.42 | 1.1942 | 99 | 22.14 | |
| SuperRPCA2026.01 | 0.89 | — | — | — | 1.2029 | 97.31 | 24.9418 | 21.21 | 1.1941 | 98.2 | 22.1 | |
| BSDM2026.01 | 0.75 | — | 99.56 | 18.3 | 1.1786 | 98.81 | 24.3738 | 17.55 | 1.1711 | — | — | |
| LSMAD2026.01 | 0.52 | — | 96.53 | 12.03 | 1.0856 | 96.01 | 23.0075 | 11.5 | 1.0803 | — | — | |
| LSMAD2026.01 | 0.21 | — | — | — | 1.0936 | 98.71 | 49.127 | 10.22 | 1.0915 | 98.93 | 10.44 | |
| AutoAD2026.01 | 0.19 | — | 99 | 13.8 | 1.128 | 98.81 | 72.5371 | 13.61 | 1.1261 | — | — | |
| GT-HAD2026.01 | 0.17 | — | 99.92 | 28.28 | 1.282 | 99.75 | 168.1419 | 28.11 | 1.2803 | — | — | |
| Auto-AD2026.01 | 0.13 | — | — | — | 1.1329 | 99.53 | 104.3319 | 13.51 | 1.1316 | 99.66 | 13.64 | |
| Turbo-GoDecα=0.22026.01 | 0.11 | — | — | — | 1.1166 | 99.23 | 109.6896 | 12.2 | 1.1155 | 99.35 | 12.31 | |
| AUTO-AD2026.02 | — | 96.95 | — | — | — | — | — | — | — | — | — | |
| DMS2F-HAD2026.02 | — | 97.72 | — | — | — | — | — | — | — | — | — | |
| GTHAD2026.02 | — | 99.94 | — | — | — | — | — | — | — | — | — | |
| LREN2026.02 | — | 89.77 | — | — | — | — | — | — | — | — | — | |
| RGAE2026.02 | — | 90.42 | — | — | — | — | — | — | — | — | — | |
| RX2026.02 | — | 95.38 | — | — | — | — | — | — | — | — | — | |
| TDD2026.02 | — | 23.44 | — | — | — | — | — | — | — | — | — |