ResearchBenchmarksMultimodal Time Series Forecasting on TimeMMD Environment domain: Air Quality Index 1.0 (test)Follow0.279MSEMCD-TSF0.27880.280150.28150.28285Dec 8, 2025Evaluation ResultsMethodMethodLinksMSEMAEMCD-TSFForecasting Length=48Forecasting Length=482025.120.2790.397CSDIForecasting Length=48Forecasting Length=482025.120.2790.384UniDiffForecasting Length=48Forecasting Length=482025.120.2840.383