Hyperspectral Anomaly Detection on Hyperion
99.1037AUCSNPRLSMAD
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LSMAD2026.01 | 99.1037 | 0.9987 | 0.1745 | 0.0018 | 1.1733 | 0.997 | 0.1728 | 1.1715 | — | — | — | — | |
| Turbo-GoDecalpha=0.6, S-step iterations=1002026.01 | 74.1712 | — | — | — | 1.1994 | 0.9967 | 0.1974 | 1.1967 | — | 0.9994 | 0.2001 | 0.0027 | |
| LSMAD2026.01 | 68.6537 | — | — | — | 1.2051 | 0.9962 | 0.2029 | 1.2021 | — | 0.9992 | 0.2059 | 0.003 | |
| SuperRPCA2026.01 | 54.8237 | — | — | — | 1.2624 | 0.9931 | 0.2596 | 1.2575 | — | 0.9979 | 0.2645 | 0.0048 | |
| BSDM2026.04 | 23.0159 | — | — | — | — | — | — | 1.2334 | — | 0.9987 | 0.2453 | 0.0107 | |
| BSDM2026.01 | 22.6681 | 0.9985 | 0.217 | 0.0096 | 1.2155 | 0.9889 | 0.2075 | 1.2059 | — | — | — | — | |
| AutoAD2026.01 | 20.191 | 0.9826 | 0.2627 | 0.013 | 1.2453 | 0.9696 | 0.2497 | 1.2323 | — | — | — | — | |
| Auto-AD2026.04 | 18.0884 | — | — | — | — | — | — | 1.3273 | — | 0.9849 | 0.3624 | 0.02 | |
| GT-HAD2026.04 | 14.8318 | — | — | — | — | — | — | 1.3658 | — | 0.9823 | 0.4113 | 0.0277 | |
| RGAE2026.01 | 14.4938 | — | — | — | 1.2197 | 0.963 | 0.2236 | 1.2031 | — | 0.9795 | 0.2401 | 0.0166 | |
| GT-HAD2026.01 | 14.4513 | 0.9868 | 0.3857 | 0.0267 | 1.3724 | 0.9601 | 0.359 | 1.3458 | — | — | — | — | |
| Auto-AD2026.01 | 14.0818 | — | — | — | 1.0373 | 0.918 | 0.1035 | 1.0294 | — | 0.9259 | 0.1114 | 0.0079 | |
| RGAE2026.01 | 13.5587 | 0.9771 | 0.2479 | 0.0183 | 1.225 | 0.9588 | 0.2296 | 1.2067 | — | — | — | — | |
| R2VD2026.04 | 10.8141 | — | — | — | — | — | — | 1.6981 | — | 0.9988 | 0.7706 | 0.0713 | |
| TAEF2026.01 | 9.9706 | 0.9975 | 0.4261 | 0.0427 | 1.4236 | 0.9548 | 0.3833 | 1.3809 | — | — | — | — | |
| Auto-ADvariant=VDI2026.04 | 9.7023 | — | — | — | — | — | — | 1.4149 | — | 0.9971 | 0.4658 | 0.048 | |
| GTVLRR2026.01 | 9.0222 | — | — | — | 1.3949 | 0.954 | 0.3529 | 1.3509 | — | 0.998 | 0.3969 | 0.044 | |
| GT-HADvariant=VDI2026.04 | 8.3211 | — | — | — | — | — | — | 1.4189 | — | 0.999 | 0.4773 | 0.0574 | |
| TAEF2026.01 | 8.2726 | — | — | — | 1.4215 | 0.9444 | 0.3742 | 1.3701 | — | 0.9959 | 0.4257 | 0.0515 | |
| ScoreAD2026.01 | 6.915 | 0.9985 | 0.5717 | 0.0827 | 1.5702 | 0.9158 | 0.489 | 1.4875 | — | — | — | — | |
| ScoreAD2026.04 | 6.8422 | — | — | — | — | — | — | 1.471 | — | 0.9985 | 0.5534 | 0.0809 | |
| CRD2026.01 | 6.2409 | 0.9753 | 0.2996 | 0.048 | 1.2749 | 0.9273 | 0.2516 | 1.2269 | — | — | — | — | |
| RXAD2026.01 | 5.3358 | 0.9829 | 0.2319 | 0.0435 | 1.2148 | 0.9395 | 0.1884 | 1.1714 | — | — | — | — | |
| GRX2026.01 | 5.3358 | — | — | — | 1.2148 | 0.9395 | 0.1884 | 1.1714 | — | 0.9829 | 0.2319 | 0.0435 | |
| RX2026.04 | 5.184 | — | — | — | — | — | — | 1.1646 | — | 0.9829 | 0.2251 | 0.0434 | |
| LSUN2026.04 | 5.0718 | — | — | — | — | — | — | 1.3193 | — | 0.9743 | 0.4298 | 0.0847 | |
| CRD2026.01 | 4.7866 | — | — | — | 1.3252 | 0.8806 | 0.291 | 1.2484 | — | 0.9574 | 0.3678 | 0.0768 | |
| LRX2026.01 | 3.0814 | — | — | — | 1.1661 | 0.8831 | 0.1443 | 1.0968 | — | 0.9525 | 0.2136 | 0.0693 | |
| PTA2026.01 | 2.2542 | 0.8676 | 0.4063 | 0.1802 | 1.2739 | 0.6874 | 0.226 | 1.0937 | — | — | — | — | |
| PTA2026.01 | 2.2542 | — | — | — | 1.2739 | 0.6874 | 0.226 | 1.0937 | — | 0.8676 | 0.4063 | 0.1802 | |
| AutoAD2026.01 | — | — | — | — | — | — | — | — | 0.5927 | — | — | — | |
| BSDM2026.01 | — | — | — | — | — | — | — | — | 0.7024 | — | — | — | |
| CRD2026.01 | — | — | — | — | — | — | — | — | 0.5394 | — | — | — | |
| GT-HAD2026.01 | — | — | — | — | — | — | — | — | 0.622 | — | — | — | |
| LSMAD2026.01 | — | — | — | — | — | — | — | — | 0.8105 | — | — | — | |
| PTA2026.01 | — | — | — | — | — | — | — | — | 0.2312 | — | — | — | |
| RGAE2026.01 | — | — | — | — | — | — | — | — | 0.527 | — | — | — | |
| RXAD2026.01 | — | — | — | — | — | — | — | — | 0.4512 | — | — | — | |
| ScoreAD2026.01 | — | — | — | — | — | — | — | — | 0.8264 | — | — | — | |
| TAEF2026.01 | — | — | — | — | — | — | — | — | 0.8373 | — | — | — |