ResearchBenchmarksMultimodal Time Series Forecasting on TimeMMD Economy domain: International Trade Balance 1.0 (test)Follow0.015MSEUniDiff0.014640.017070.01950.02193Dec 8, 2025Evaluation ResultsMethodMethodLinksMSEMAEUniDiffForecasting Length=6Forecasting Length=62025.120.0150.1GPT4MTSForecasting Length=6Forecasting Length=62025.120.0160.102Time-VLMForecasting Length=6Forecasting Length=62025.120.0240.125