It probably also depends on what you mean by upgrading - if you update the code base you have (e.g., using git - leaving plugins outside the core alone), or if you essentially exchange all files in your setup with the new version (thus removing the code for plugins).
Installing and upgrading help
Upgrading Moodle and Plugins
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