ResearchBenchmarksPDE dynamics forecasting on NS (Out-time)Follow0.457nMSEiMOOE0.43660.57430.7120.8497Sep 29, 2025Evaluation ResultsMethodMethodLinksnMSEfRMSEiMOOEZero-shot=trueZero-shot=true2025.090.4570.0679CAPEZero-shot=trueZero-shot=true2025.090.5460.0704DPOTZero-shot=trueZero-shot=true2025.090.6220.0788GEPSZero-shot=trueZero-shot=true2025.090.6570.0777VCNeFZero-shot=trueZero-shot=true2025.090.9670.0866