ResearchBenchmarksOcean state forecasting on Two-layer quasi-geostrophic (QG) system (10,000 steps (2083-day horizon))Follow0.938RMSECT-KAE0.93580.950650.96550.98035Mar 5, 2026Evaluation ResultsMethodMethodLinksRMSECorrelation (ACC)KE Drift (%)Enstrophy Drift (%)Error Growth RateCT-KAE2026.030.9380.033-49.4-34.6-0.0267ViT (AR)mode=autoregressivemode=autoregressive2026.030.9930.00423.3370.0217