ResearchBenchmarksContinuum dynamics forecasting on Supernova 3DContinuum dynamics forecasting on Supernova 3DFollow0.2462VRMSE (One-step)Walrus0.230380.3371650.443950.550735Nov 19, 2025Evaluation resultsMethodMethodLinksVRMSE (One-step)VRMSE (Avg T=[1:20])VRMSE (Avg T=[21:60])WalrusTraining=Fine-tuned, A...Training=Fine-tuned, Aggregation=Median2025.110.24620.66731.0963DPOT-HTraining=Fine-tuned, A...Training=Fine-tuned, Aggregation=Median2025.110.64170.73660.9669