ResearchBenchmarksContinuum dynamics forecasting on MHD 3DContinuum dynamics forecasting on MHD 3DFollow0.058VRMSE (One-step)Walrus0.0413840.1535420.26570.377858Nov 19, 2025Evaluation resultsMethodMethodLinksVRMSE (One-step)VRMSE (Avg T=[1:20])VRMSE (Avg T=[21:60])WalrusTraining=Fine-tuned, A...Training=Fine-tuned, Aggregation=Median2025.110.0580.64871.2256DPOT-HTraining=Fine-tuned, A...Training=Fine-tuned, Aggregation=Median2025.110.47341.0251.3055