ResearchBenchmarksPDE dynamics forecasting on Heat Convection (HC) (OOD)PDE dynamics forecasting on Heat Convection (HC) (OOD)Follow1.22nMSEiMOOE1.12281.77892.4353.0911Sep 29, 2025Evaluation resultsMethodMethodLinksnMSEfRMSEiMOOEzero-shot=truezero-shot=true2025.091.220.006GEPSzero-shot=truezero-shot=true2025.091.350.0062VCNeFzero-shot=truezero-shot=true2025.091.420.0071DPOTzero-shot=truezero-shot=true2025.092.120.0078CoDAzero-shot=truezero-shot=true2025.092.370.0071CNOzero-shot=truezero-shot=true2025.092.450.0075CAPEzero-shot=truezero-shot=true2025.093.650.0088