ResearchBenchmarksSolving Helmholtz equations on High-Dimensional Helmholtz equations 4DFollow0.373Relative ErrorCELG-CP0.216321.273912.33153.38909Mar 24, 2026Evaluation ResultsMethodMethodLinksRelative ErrorCELG-CPR=16R=162026.030.373CELG-CPR=32R=322026.030.985PIXELR=32R=322026.031.01CELGR=32R=322026.031.01CELG-CPR=8R=82026.031.07PIXELR=16R=162026.031.16CP-PINNR=–R=–2026.031.33CELGR=8R=82026.032.12CELGR=16R=162026.033.07PIXELR=8R=82026.033.99VanillaR=–R=–2026.034.29