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What Do Robotics Leaderboards Tell Us About The State of Robot Learning?

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There remains no chatbot arena for robotics

What Do Robotics Leaderboards Tell Us About The State of Robot Learning? There remains no chatbot arena for robotics Chris Paxton Jun 13, 2026 12 3 1 Share It’s really hard to tell which robot policies are better than others, and who is actually making the most progress towards embodied general intelligence. I’ve written about robotics evaluation many times before, but this time I wanted to talk about leaderboards , as inspired by a thread on X . There are many benchmarks , but few evolving leaderboards . PolarRiS, for example , is a great tool for benchmarking which correlates well with real-

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