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Hamiltonian operator learning

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Shaken Lattice Hamiltonian 1.0% relative noise level (test)

0.016Average Relative Error

4

Apr 7, 2026

Random Field (GRF) Hamiltonian 1.0% relative noise level (test)

1.591Average Relative Error

4

Apr 7, 2026

Paul Trap Hamiltonian 1.0% relative noise level (test)

1.592Average Relative Error

4

Apr 7, 2026

Harmonic Oscillator Hamiltonian 1.0% relative noise level (test)

1.592Average Relative Error

4

Apr 7, 2026

Gaussian Pulse Hamiltonian 1.0% relative noise level (test)

1.594Average Relative Error

4

Apr 7, 2026

Free Particle Hamiltonian 1.0% relative noise level (test)

1.591Avg Relative Error

4

Apr 7, 2026

Barrier Hamiltonian 1.0% relative noise level (test)

1.591Average Relative Error

4

Apr 7, 2026

Coulomb Dipole Hamiltonian 1.0% relative noise level (test)

1.458Average Relative Error

2

Apr 7, 2026

Coulomb Hamiltonian 1.0% relative noise level (test)

1.462Average Relative Error

2

Apr 7, 2026