They are certainly
aware. At the simplest level, we know for a fact they respond to their environment. On accelerated time scales, it is also fairly obvious to see them
compete with other plants and branches of
themselves. We also know they
communicate with other plants, warning them of the danger of insect predators, to which they respond by increasing the production of natural insecticides.
Though I can't prove it, I'm edging toward the belief they share resources with each other, including water and nutrients through the root system.
All these facts and ideas are easily undone by particularly defining "awareness" and so this is largely a terminological problem.
The discussion quickly becomes, "Define awareness." or ... more generally ... "Define consciousness," which we see with machines, insects, plants, even single celled organisms.
Here's what science does tell us repeatedly: Those things which humans as a species are convinced have no consciousness is decreasing. Most, even today, would not believe an octopus is conscious, but we now think they are. Dolphins. Birds, even fish now have scientific studies indicating they are self-aware.
So, yeah, justifying the eating of plants because they lack self-awareness isn't a valid argument in my book.
That doesn't absolve us of a mission to reduce suffering for the things we eat.
Plants can certainly suffer and it's trivial to identify.