In Laravel's Eloquent ORM, one-to-one relationships are established between models using the `hasOne()` or `belongsTo()` methods. These methods define the dependent and independent sides of the relationship, with `hasOne()` referencing the other table's primary key as a foreign key. An example scenario involves associating a User model with a Phone model, illustrating how to query and retrieve associated data using Eloquent's relationship methods.