ResearchBenchmarksTime series forecasting on FC-Layer causal structureTime series forecasting on FC-Layer causal structureFollow0.01MMD (Additive, Obs.)DoFlow0.00720.02610.0450.0639Nov 4, 2025Evaluation resultsMethodMethodLinksMMD (Additive, Obs.)MMD (Additive, Int.)MMD (NLNA, Obs.)MMD (NLNA, Int.)DoFlow2025.110.010.030.140.12GRU2025.110.010.160.190.27TiDE2025.110.030.160.220.3TSMixer2025.110.030.180.190.32TFT2025.110.060.180.20.29MQF22025.110.070.20.210.34DeepVAR2025.110.080.230.260.35