ResearchBenchmarksContinuum dynamics forecasting on TRL 3D (VRMSE Time Horizons)Follow0.1588VRMSE (One-step)Walrus0.15620.173750.19130.20885Nov 19, 2025Evaluation ResultsMethodMethodLinksVRMSE (One-step)VRMSE (Short-term)VRMSE (Long-term)WalrusTraining=Fine-tuned, A...Training=Fine-tuned, Aggregation=Median2025.110.15880.52160.7839DPOT-HTraining=Fine-tuned, A...Training=Fine-tuned, Aggregation=Median2025.110.22380.57530.8106