Hyperspectral Unmixing
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.046SAD (Water)
38
May 7, 2026
0.009SAD
25
Jun 4, 2026
7.9MRSA Score
20
Feb 26, 2026
0.028Mean Spectral Angle Distance (SAD)
15
Apr 14, 2026
0.046RMSE (Mean)
15
Apr 14, 2026
89.7Tree IoU
12
Apr 21, 2026
91.7Soil IoU
12
Apr 21, 2026
0.58Spectral Angle (Moss)
12
Apr 21, 2026
1.41Spectral Angle (Moss)
12
Apr 21, 2026
2.39Spectral Angle (Road)
12
Apr 21, 2026
3.04Spectral Angle (Road)
12
Apr 21, 2026
6.16Spectral Angle Error (Road)
12
Apr 21, 2026
0.45SAD (Soil)
12
Apr 21, 2026
0Number of Missed Endmembers
12
Apr 21, 2026
0Missed Endmembers
12
Apr 21, 2026
0Missed Endmembers Count
12
Apr 21, 2026
1Missed Endmembers
12
Apr 21, 2026
0Number of Missed Endmembers
12
Apr 21, 2026
0Missed Endmembers Count
12
Apr 21, 2026
0Missed Endmembers Count
12
Apr 21, 2026
2.92Spectral Angle (Grass)
12
Apr 21, 2026
2.73SAD
9
Apr 1, 2026
148.9Processing Time
9
Mar 24, 2026
47.7Processing Time
9
Mar 24, 2026
20.5Processing Time
9
Mar 24, 2026