ResearchBenchmarksTime Series Forecasting on Diamond causal structureTime Series Forecasting on Diamond causal structureFollow0.02MMD (Additive, Observed)TiDE0.01680.03840.060.0816Nov 4, 2025Evaluation resultsMethodMethodLinksMMD (Additive, Observed)MMD (Additive, Interventional)MMD (NLNA, Observed)MMD (NLNA, Interventional)TiDE2025.110.020.120.160.27TSMixer2025.110.020.140.170.26DoFlow2025.110.030.050.140.17GRU2025.110.050.10.190.24TFT2025.110.080.150.20.26MQF22025.110.090.150.190.3DeepVAR2025.110.10.110.220.25