ResearchBenchmarksPhysical System Simulation on TR-2DPhysical System Simulation on TR-2DFollow0.1042VRMSEIRNO0.0987920.1352960.17180.208304May 21, 2026Evaluation resultsMethodMethodLinksVRMSEIRNOBase Model=TFNO, Refin...Base Model=TFNO, Refinement Protocol=IRNO, Refinement Horizon (K)=42026.050.1042IRNOBase Model=FNO, Refine...Base Model=FNO, Refinement Protocol=IRNO, Refinement Horizon (K)=62026.050.1309TFNOBase Model=TFNO, Refin...Base Model=TFNO, Refinement Protocol=Initial2026.050.2371FNOBase Model=FNO, Refine...Base Model=FNO, Refinement Protocol=Initial2026.050.2394