ResearchBenchmarksMultimodal time-series forecasting on Energy textual-numerical time-series datasetMultimodal time-series forecasting on Energy textual-numerical time-series datasetFollow0.279MSEPA-RNet0.278640.281070.28350.28593Aug 6, 2025Evaluation resultsMethodMethodLinksMSEMAEPA-RNetBackbone=iTransformerBackbone=iTransformer2025.080.2790.398Uni-modalBackbone=iTransformerBackbone=iTransformer2025.080.2880.403