ResearchBenchmarksPDE dynamics forecasting on Heat Convection (ID)PDE dynamics forecasting on Heat Convection (ID)Follow0.0368NMSEDPOT-0.0165280.3434360.70341.063364Sep 29, 2025Evaluation resultsMethodMethodLinksNMSEfRMSEDPOTzero-shot=truezero-shot=true2025.090.03680.0031iMOOEzero-shot=truezero-shot=true2025.090.03920.0013CAPEzero-shot=truezero-shot=true2025.090.0570.0021CNOzero-shot=truezero-shot=true2025.090.1010.0028GEPSzero-shot=truezero-shot=true2025.090.9430.0104CoDAzero-shot=truezero-shot=true2025.091.160.0125VCNeFzero-shot=truezero-shot=true2025.091.370.0126