[P]Update: Solved the intensity problem + got major accuracy boost - here's what worked

The “intensity problem” wasn’t a model problem - it was a data problem Someone in the comments suggested checking label correlation first. At that point it was clear - the intensity labels were basically random. No model can learn meaningful patterns from noise like that.