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ResearchFormerly WizWand

Discrete-space EOT/SB modeling on High-Dimensional Gaussian Mixture D=64, uniform, gamma=0.01 v1 (test)

0.77Conditional Trend ScoreDLightSB
0.08360.26180.440.6182Sep 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DLightSB2025.090.77
DLightSB-MLoss=KL, N + 1=642025.090.67
DLightSB-MLoss=MSE, N + 1=642025.090.6
CSBMLoss=KL, N + 1=162025.090.54
CSBMLoss=KL, N + 1=642025.090.54
α-CSBMLoss=KL, N + 1=162025.090.52
α-CSBMLoss=KL, N + 1=642025.090.51
DLightSB-MLoss=KL, N + 1=162025.090.5
α-CSBMLoss=MSE, N + 1=642025.090.49
CSBMLoss=MSE, N + 1=642025.090.48
Feature-wise SB2025.090.46
CSBMLoss=MSE, N + 1=162025.090.46
α-CSBMLoss=MSE, N + 1=162025.090.46
Independent2025.090.43
DLightSB-MLoss=MSE, N + 1=162025.090.33
Reference2025.090.11