I agree, a good unit test should be:

1. Independent.
2. Incremental.
3. Readable.
4. Repeatable.
5. Fast, and finally Automated.

If a unit test is not independent then it is not a good one. However, for large projects, you may find a case like this, this is why I have to warn about it.