This entirely depends on context. Replacing “model” with “temporal Vision transformer” in the title would ensure only people “in the know” understand what this even is, which severely limits the reach this post obtains. The point in posting this article is to broadly inform people that this temporal Vision transformer exists. In order to do that, you have to use words the broader audience understands even if the terms aren’t perfectly accurate.

In contrast, if you’re publishing this in a machine learning journal, then sure—you should definitely call it a temporal Vision transformer.