Universities Launch Embodied First Exam, First Benchmark for Robot Coding Agents

A multi-university team including Northwestern, CMU, Berkeley and Stanford released Embodied First Exam, the first benchmark testing coding agents on 47 robots across 1,156 tasks. The best model achieved only around 30-34% success in real-time scenarios.

2026-11-12 ~ 2026-11-12 · 2 related posts

• Embodied First Exam benchmarks coding agents on 47 robots across 1,156 tasks; best agent hits just 34% — MLL-Lab · 2026-11-12
• Embodied First Exam: 1,156 tasks on 47 robots test coding agents, best agent solves only 34% in standard setting — burny_tech · 2026-11-12