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Solving reaction-diffusion equations

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Reaction-diffusion equations v=7, p=5

0.282Max Error

22

Feb 26, 2026

Reaction-diffusion equations v=6, p=5

Hyper-LR-PINN (Full rank)

0.257Max Error

22

Feb 26, 2026

Reaction-diffusion equations v=5, p=5

Hyper-LR-PINN (Full rank)

0.232Max Error

22

Feb 26, 2026

Reaction-diffusion equations v=4, p=5

0.167Max Error

22

Feb 26, 2026

Reaction-diffusion equation v=7, rho=5 1.0

Hyper-LR-PINN (Full rank)

0.08Absolute Error

22

Feb 26, 2026

Reaction-diffusion equation v=6, rho=5 1.0

Hyper-LR-PINN (Full rank)

0.067Absolute Error

22

Feb 26, 2026

Reaction-diffusion equation v=5, rho=5 1.0

Hyper-LR-PINN (Full rank)

0.052Absolute Error

22

Feb 26, 2026

Reaction-diffusion equation v=4, rho=5 1.0

0.018Abs Error

22

Feb 26, 2026

reaction-diffusion equations v=7 rho=5

-0.614Max Error

4

Feb 26, 2026

reaction-diffusion equations (v=6, rho=5)

0.844Max Error

4

Feb 26, 2026

reaction-diffusion equations (v=5, rho=5)

0.945Maximum Error

4

Feb 26, 2026

reaction-diffusion equations v=4, rho=5

94Max Error

4

Feb 26, 2026