A Highway Patrol spokesman said the trooper tried to pull over the men, who were traveling east on Poole Road, for not wearing helmets.
She followed them through a dirt path on New Hope Road near Poole Road, where she hit a boulder and lost sight of them.
No one was injured.
Authorities have called off the search for the men, they said.
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