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Discrete Schrödinger Bridge Solving on High-dimensional Gaussian mixture benchmark

0.97Trend Score (D=2, gaussian, ϵ=0.02)

Independent

Updated 4mo ago

Evaluation Results

Method	Links
Independent 2025.09		0.97	0.97	0.96	0.96	0.96	0.96	0.94	0.95	0.95	0.92	0.92	0.92
DLightSB 2025.09		0.96	0.96	0.96	0.96	0.84	0.95	0.93	0.94	0.94	0.9	0.91	0.91
CSBM 2025.09		0.89	0.85	0.93	0.93	0.87	0.81	0.87	0.88	0.9	0.89	0.73	0.83
α-CSBM 2025.09		0.89	0.84	0.83	0.86	0.72	0.87	0.81	0.84	0.63	0.88	0.75	0.79
DLightSB-M 2025.09		0.87	0.95	0.94	0.95	0.78	0.91	0.91	0.92	0.83	0.74	0.64	0.67
DLightSB-M 2025.09		0.85	0.93	0.93	0.94	0.84	0.92	0.91	0.92	0.83	0.85	0.64	0.83
α-CSBM 2025.09		0.81	0.85	0.93	0.93	0.89	0.9	0.88	0.91	0.91	0.88	0.74	0.81
Feature-wise SB 2025.09		0.71	0.7	0.78	0.82	0.81	0.66	0.55	0.51	0.93	0.67	0.73	0.68
CSBM 2025.09		0.7	0.64	0.87	0.87	0.73	0.66	0.75	0.67	0.85	0.83	0.78	0.83
DLightSB-M 2025.09		0.67	0.93	0.8	0.91	0.54	0.92	0.88	0.88	0.6	0.83	0.79	0.51
α-CSBM 2025.09		0.66	0.66	0.89	0.87	0.71	0.71	0.78	0.7	0.88	0.83	0.74	0.81
DLightSB-M 2025.09		0.65	0.92	0.76	0.89	0.49	0.91	0.88	0.85	0.46	0.82	0.48	0.72
α-CSBM 2025.09		0.63	0.64	0.83	0.83	0.71	0.69	0.76	0.73	0.73	0.87	0.75	0.75
CSBM 2025.09		0.5	0.65	0.77	0.79	0.73	0.62	0.69	0.62	0.72	0.81	0.74	0.76
CSBM 2025.09		0.32	0.78	0.76	0.74	0.81	0.77	0.78	0.83	0.63	0.9	0.77	0.77
Reference 2025.09		0.17	0.3	0.25	0.29	0.19	0.12	0.14	0.14	0.37	0.23	0.23	0.2