What it is
Benchmarks translate vague capability claims into narrower tasks and metrics.
Why it matters
Without benchmarks and failure logs, robot claims stay anecdotal.
How not to overread it
Benchmark scores can overfit task distribution and should not be read as deployment readiness.
Related edges
Vision-language-action models
Model comparison
Benchmark scores are not deployment readiness.
World foundation models
World model evaluation
Benchmark scope must be named.
Safety evaluation
Safety-relevant evaluation
Safety evaluation needs failure modes, not only success scores.