Currently the cache panel only deals with the default cache.
This may be hard to fix in Django < 1.7: https://code.djangoproject.com/ticket/21012
The ticket mentioned above was fixed: django/django@ffc37e2
Add tests verifying cache panel functionality with multiple caches.
This was fixed a while ago and rather than tracking it down I expanded the tests to test the case of the bug instead.