Hyperspectral Anomaly Detection on Hyperion (Case 1) benchmark leaderboard · SOTA2 Research

Hyperspectral Anomaly Detection on Hyperion (Case 1)

99.99AUC (PD vs PF)LSDM-MoG

Evaluation Results

Method
LSDM-MoG2024.01	99.99	39.89	11.79
PCA-TLRSR2024.01	99.97	37.16	3.59
GTVLRR2024.01	99.9	28.38	2.54
MTVLRR2024.01	99.83	43.67	3.73
Joint Background-Anomaly-Noise Decomposition2024.01	99.83	12.49	0.01
GRX2024.01	99.78	23.56	3.31
Joint Background-Anomaly-Noise Decomposition2024.01	99.76	38.67	3.83
2S-GLRT2024.01	99.34	2.55	0.03
ADLR2024.01	99.25	96.35	43.78
Joint Background-Anomaly-Noise Decomposition2024.01	98.48	43.1	7.56
AHMID2024.01	98.43	60.92	30.73
Joint Background-Anomaly-Noise Decomposition2024.01	98.18	69.09	42.85
GAED2024.01	97.72	21.93	1.24
RGAE2024.01	94.16	24.12	4.18