List your company

ResearchFormerly WizWand

Q-only open-loop forecasting

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Double Pendulum 2-DOF, Damped H=100 (test)

PHAST (PARTIAL)

0.32MSE

9

Feb 26, 2026

Double Pendulum (2-DOF, Conservative) H=100 (test)

PHAST (PARTIAL)

0.402MSE

9

Feb 26, 2026

Oscillator damped

PHAST (PARTIAL)

0.001Rollout MSE

9

Feb 26, 2026

Oscillator conservative

0.001Rollout MSE

9

Feb 26, 2026

Lennard-Jones 3-particle cluster KNOWN regime (test)

0MSE

9

Feb 26, 2026

1-DOF Pendulum Windy (test)

PHAST (PARTIAL)

0.092Rollout MSE

9

Feb 26, 2026

1-DOF Pendulum Damped (test)

0.017Rollout MSE

9

Feb 26, 2026

1-DOF Pendulum Conservative (test)

PHAST (PARTIAL)

0.68Rollout MSE

9

Feb 26, 2026

RLC circuit damped

PHAST (UNKNOWN)

0Next-Step MSE

9

Feb 26, 2026

Predator-prey damped UNKNOWN regime (test)

—

—Primary metric

0

Feb 26, 2026

Cart-Pole windy

—

—Primary metric

0

Feb 26, 2026