Yes, you are correct unless you are a "special case Idaho resident". I don't think this applies to you, but you can take a look at it.
Special-case Idaho residents don't have to file an Idaho income tax return if they're absent from the state for at least 445 days in a 15-month period. However, they must meet certain qualifications. Here are the guidelines: