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Bivariate Mutual Information Estimation on Synthetic copulas with analytic MI
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0.011
MAE (nats)
VDC
-0.00516
0.10392
0.213
0.32208
Apr 22, 2026
MAE (nats)
Rank
Updated 3mo ago
Evaluation Results
Method
Method
Links
MAE (nats)
Rank
VDC
Time (s, mean±std)=0.3...
2026.04
0.011
1
MINE
Time (s, mean±std)=2.8...
2026.04
0.021
2
KSG
Time (s, mean±std)=0.1...
2026.04
0.023
3
InfoNCE
Time (s, mean±std)=4.5...
2026.04
0.023
4
NWJ
Time (s, mean±std)=3.5...
2026.04
0.024
5
Gaussian
Time (s, mean±std)=0.0...
2026.04
0.061
6
MINDE
Time (s, mean±std)=5.0...
2026.04
0.415
7
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