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ResearchFormerly WizWand

N-body

Benchmarks

TaskDatasetSOTA resultTrendResults

Dynamics Prediction

N-body 1500 (train)

1.49Prediction Error (1,2,0)

13

Dynamics Prediction

N-body 500 (train)

1.55Prediction Error (1,2,0)

13

Position Regression

n-body (test)

0.004Position MSE

9

n-body simulation

n-body experiment

0.004MSE

8

n-body simulation

n-body d=3 (test)

0.004MSE (Test)

8

Multi-step prediction

N-body Springs

98.9Accuracy

4