ResearchBenchmarksMultimodal time-series forecasting on Security textual-numerical time-series datasetMultimodal time-series forecasting on Security textual-numerical time-series datasetFollow107.554MSEPA-RNet107.51308107.78929108.0655108.34171Aug 6, 2025Evaluation resultsMethodMethodLinksMSEMAEPA-RNetBackbone=iTransformerBackbone=iTransformer2025.08107.5544.816Uni-modalBackbone=iTransformerBackbone=iTransformer2025.08108.5774.743