No. Screw quantifiability. I don't want "we've improved the sota by 1.931%" on basically anything that matters. Show me improvements that are obvious, improvements that stand out.
Claude Plays Pokemon is one of the few really important "benchmarks". No numbers, just the progress and the mood.