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Solving reaction equations research benchmarks · SOTA2 Research

Solving reaction equations

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Reaction equations

Hyper-LR-PINN (Full rank)

0.136Max Error

28

Feb 26, 2026

Reaction equations (test)

0.168Max Error

16

Feb 26, 2026

Reaction equations (ρ=6) 1.0 (test)

Hyper-LR-PINN (Full rank)

0.017Absolute Error

14

Feb 26, 2026

Reaction equations (ρ=4) 1.0 (test)

Hyper-LR-PINN (Full rank)

0.013Absolute Error

14

Feb 26, 2026

Reaction equations ρ=7 1.0 (test)

Hyper-LR-PINN (Full rank)

0.018Absolute Error

10

Feb 26, 2026

Reaction equations (ρ=5) 1.0 (test)

Hyper-LR-PINN (Full rank)

0.016Absolute Error

10

Feb 26, 2026

Reaction equations ρ=7 1.0

0.215Max Error

6

Feb 26, 2026

Reaction equations ρ=6 1.0

0.241Max Error

6

Feb 26, 2026

Reaction equations ρ=5 1.0

0.197Max Error

6

Feb 26, 2026

Reaction equations ρ=4 1.0

0.136Max Error

6

Feb 26, 2026

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Reaction equations

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