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Benchmarks
Hyperspectral Unmixing on Samson (Avg.)
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2.73
SAD
Polyhedral Unmixing
2.2804
5.3152
8.35
11.3848
Mar 31, 2026
SAD
RMSE
Updated 17d ago
Evaluation Results
Method
Method
Links
SAD
RMSE
Polyhedral Unmixing
Time (s)=0.38 + 0.06
2026.03
2.73
3.52
EDAA
Time (s)=19.72
2026.03
2.87
4.03
Endnet
Time (s)=328.51
2026.03
2.99
21.19
UNMamba
Time (s)=20.65
2026.03
4.66
8.57
MiSiCNet
Time (s)=104.09
2026.03
5.71
5.26
ADMMNet
Time (s)=46.75
2026.03
6.68
8.01
VCA
Time (s)=0.03
2026.03
9.87
14.59
NMF-QMV
Time (s)=6.38
2026.03
12.07
11.23
SISAL
Time (s)=0.13
2026.03
13.97
12.83
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