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Sufficient Dimension Reduction on Euclidean response settings Setting B
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0.881
Avg Distance Correlation
GenSDR
0.6314
0.6962
0.761
0.8258
Dec 22, 2025
Avg Distance Correlation
Updated 3mo ago
Evaluation Results
Method
Method
Links
Avg Distance Correlation
GenSDR
Noise level (sigma)=0.1
2025.12
0.881
DDR
Noise level (sigma)=0.1
2025.12
0.871
GMDDNet
Noise level (sigma)=0.1
2025.12
0.868
GenSDR
Noise level (sigma)=0.3
2025.12
0.843
BENN
Noise level (sigma)=0.1
2025.12
0.833
GMDDNet
Noise level (sigma)=0.3
2025.12
0.828
GSIR
Noise level (sigma)=0.1
2025.12
0.793
GSIR
Noise level (sigma)=0.3
2025.12
0.783
BENN
Noise level (sigma)=0.3
2025.12
0.768
DDR
Noise level (sigma)=0.3
2025.12
0.768
GenSDR
Noise level (sigma)=0.5
2025.12
0.765
GSIR
Noise level (sigma)=0.5
2025.12
0.762
GMDDNet
Noise level (sigma)=0.5
2025.12
0.761
BENN
Noise level (sigma)=0.5
2025.12
0.647
DDR
Noise level (sigma)=0.5
2025.12
0.641
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