Read the sentence. Walking the dog through the field, mud covered their shoes.

Which option best revises the sentence to correct the dangling modifier?

Their walking the dog through the field got the shoes covered with mud.

While walking the dog, the shoes got covered with mud through the field.

On a walk with the dog through the field, their shoes got covered with mud.

Their shoes, while walking the dog through the field, got covered with mud.