What Do Robotics Leaderboards Tell Us About The State of Robot Learning?
itcanthink.substack.com · 1,763 words · saved by 1 readers
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-
saved by
related reading
- How do We Quantify Progress in Robotics? - by Chris Paxtonitcanthink.substack.com
- RoboArena: Distributed Real-World Evaluation of Generalist Robot Policiesarxiv.org
- Anirudha Majumdar (@Majumdar_Ani) on Xx.com
- State of Robot Learning, December 2025vedder.io
- How Can We Make Robotics More like Generative Modeling? | Eric Jangevjang.com
- Frontier of General-Purpose Robotics (2025)adampatni.com
- LeRobot v0.6.0: Imagine, Evaluate, Improvehuggingface.co
- Many Small Steps for Robots, One Giant Leap for Mankindnotboring.co
- All Roads Lead to Robotics | Eric Jangevjang.com
- How Claude Performs on Robotics Tasks \ Anthropicanthropic.com
- GitHub - adam-maj/robotics: A deep dive on the history of robotics and the future of humanoidsgithub.com
- Building Worlds That Train Robotsworldlabs.ai