The elves capture the dwarves

Thorin and Company are captured by the elves of Mirkwood and kept in their fortress, only Bilbo is not captured. (Gandalf was not present in this part of the story) Bilbo ends up being the one who gets everyone out of the fortress.
"Out leaped Wood-elves with their bows and spears and called the dwarves to halt."