ResearchBenchmarksContinuum dynamics forecasting on RT Instability 3D (VRMSE Time Horizons)Continuum dynamics forecasting on RT Instability 3D (VRMSE Time Horizons)Follow0.0565VRMSE (One-step)Walrus0.05010.09330.13650.1797Nov 19, 2025Evaluation resultsMethodMethodLinksVRMSE (One-step)VRMSE (Short-term Avg)VRMSE (Long-term Avg)WalrusTraining=Fine-tuned, A...Training=Fine-tuned, Aggregation=Median2025.110.05650.04960.4776DPOT-HTraining=Fine-tuned, A...Training=Fine-tuned, Aggregation=Median2025.110.21650.31910.9321