Hyperspectral Unmixing
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
37.1Processing Time
9
Mar 24, 2026
0.411RMSE (Moss)
9
Feb 26, 2026
0.015Magnetite RMSE
8
Mar 11, 2026
0.004RMSE (Soil)
8
Mar 11, 2026
0.018SAD
8
Feb 26, 2026
0.015SAD
8
Feb 26, 2026
0.056SAD
8
Feb 26, 2026
0.017SAD (Water)
8
Feb 26, 2026
0.006SAD (Grass)
8
Feb 26, 2026
2.15aRMSE
8
Feb 26, 2026
74.17OA (%)
8
Feb 26, 2026
0.664Road IoU
7
Apr 21, 2026
0.044aRMSE
7
Apr 14, 2026
0.047aRMSE
7
Apr 14, 2026
0.135AAD
6
Apr 2, 2026
0.121AAD
6
Apr 2, 2026
0.123AAD
6
Apr 2, 2026
0.1AAD
6
Apr 2, 2026
0.11AAD
6
Apr 2, 2026
0.089AAD
6
Apr 2, 2026
0.088AAD
6
Apr 2, 2026
0.036AAD
6
Apr 2, 2026
0.092AAD
6
Apr 2, 2026
0.054AAD
6
Apr 2, 2026
0.055AAD
6
Apr 2, 2026