No. Cloudflare and Nginx would in theory be caching the same content for the same amount of time.
So if Cloudflare sees some content has expired and fetches it again to freshen the cache, it would be a cache miss for Nginx too, and not help performance.
You could do it, but I think it will be splitting hairs.