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Benchmarks
Hyperspectral Unmixing on Simulated SNR=20 dB
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0.015
SAD
3D-CSCNet
0.00096
0.09573
0.1905
0.28527
Dec 5, 2025
SAD
RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
SAD
RMSE
3D-CSCNet
Runtime (s)=50.12
2025.12
0.015
0.083
SWCNet
Runtime (s)=11.64
2025.12
0.072
0.122
DFFN
Runtime (s)=38.62
2025.12
0.115
0.226
USTNet
Runtime (s)=97.05
2025.12
0.131
0.19
A2SN
Runtime (s)=15.03
2025.12
0.139
0.262
HUMSCAN
Runtime (s)=133.64
2025.12
0.142
0.227
SSAFNet
Runtime (s)=75.98
2025.12
0.166
0.227
BMAE
Runtime (s)=567.8
2025.12
0.366
0.341
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