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Discrete Schrödinger Bridge Solving on High-dimensional Gaussian mixture benchmark

0.97Trend Score (D=2, gaussian, ϵ=0.02)Independent
0.1380.3540.570.786Sep 27, 2025

Evaluation results

MethodLinks
IndependentLoss=-, N + 1=-2025.090.970.970.960.960.960.960.940.950.950.920.920.92
DLightSBLoss=-, N + 1=162025.090.960.960.960.960.840.950.930.940.940.90.910.91
CSBMLoss=KL, N + 1=642025.090.890.850.930.930.870.810.870.880.90.890.730.83
α-CSBMLoss=MSE, N + 1=642025.090.890.840.830.860.720.870.810.840.630.880.750.79
DLightSB-MLoss=KL, N + 1=162025.090.870.950.940.950.780.910.910.920.830.740.640.67
DLightSB-MLoss=KL, N + 1=642025.090.850.930.930.940.840.920.910.920.830.850.640.83
α-CSBMLoss=KL, N + 1=642025.090.810.850.930.930.890.90.880.910.910.880.740.81
Feature-wise SBLoss=-, N + 1=-2025.090.710.70.780.820.810.660.550.510.930.670.730.68
CSBMLoss=KL, N + 1=162025.090.70.640.870.870.730.660.750.670.850.830.780.83
DLightSB-MLoss=MSE, N + 1=162025.090.670.930.80.910.540.920.880.880.60.830.790.51
α-CSBMLoss=KL, N + 1=162025.090.660.660.890.870.710.710.780.70.880.830.740.81
DLightSB-MLoss=MSE, N + 1=642025.090.650.920.760.890.490.910.880.850.460.820.480.72
α-CSBMLoss=MSE, N + 1=162025.090.630.640.830.830.710.690.760.730.730.870.750.75
CSBMLoss=MSE, N + 1=162025.090.50.650.770.790.730.620.690.620.720.810.740.76
CSBMLoss=MSE, N + 1=642025.090.320.780.760.740.810.770.780.830.630.90.770.77
ReferenceLoss=-, N + 1=-2025.090.170.30.250.290.190.120.140.140.370.230.230.2