{"type":"post","id":"evaluating-robot-models-in-the-real-world-is-9e12c7","slug":"evaluating-robot-models-in-the-real-world-is-9e12c7","title":"Evaluating robot models in the real world is hard, but solvable.","description":"RoboColosseum says it is building a real-world evaluation ground for robot policies, spanning more than 100 robots and 140 scenes.","retrieval_nugget":"RoboColosseum says it is building a real-world evaluation ground for robot policies, spanning more than 100 robots and 140 scenes.","published_at":"2026-11-04","updated_at":"2026-11-04","record_date":"2026-11-04","date_kind":"published_at","topics":["evals"],"entities":["RoboColosseum","Hugging Face","SO-101","Franka","Unitree G1"],"related_patterns":["scientific-agents-need-artifact-evidence"],"novelty_label":"new_fact","what_changed":"RoboColosseum adds an evaluation platform spanning 100+ robots and 140+ scenes, open rollout data including failures, two evaluation tracks, and 10,000 free academic evaluation hours.","prior_refs":["https://newruntime.com/posts/vals-ai-launched-robo-bench-testing-llms-on-226ca5/"],"source_url":"https://huggingface.co/RoboColosseum","source_urls":["https://huggingface.co/RoboColosseum"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:evaluating-robot-models-in-the-real-world-is-9e12c7","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/evaluating-robot-models-in-the-real-world-is-9e12c7/","markdown":"https://newruntime.com/posts/evaluating-robot-models-in-the-real-world-is-9e12c7.md","json":"https://newruntime.com/posts/evaluating-robot-models-in-the-real-world-is-9e12c7.json"},"markdown_url":"https://newruntime.com/posts/evaluating-robot-models-in-the-real-world-is-9e12c7.md","next_reads":[{"type":"topic","path":"/topics/evals/","url":"https://newruntime.com/topics/evals/","title":"Evals","reason":"Explore the evals topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/evals.md","json_url":"https://newruntime.com/topics/evals.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}