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real-world evaluation

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Jul 17, 2026 · Artificial Intelligence

Can General-Purpose Robots Arrive Soon? Inside the RoboDojo “Embodied Everest” Benchmark

The RoboDojo benchmark evaluates 30 robot manipulation policies across 42 simulated and 18 real-world tasks, revealing that the best models achieve only 8.8% success in simulation and 12.8% in reality, far behind human experts, and highlights gaps in generalization, memory, precision, long‑horizon execution, and open‑semantic understanding.

RoboDojoSimulationreal-world evaluation

0 likes · 9 min read

Can General-Purpose Robots Arrive Soon? Inside the RoboDojo “Embodied Everest” Benchmark

Machine Heart

Apr 1, 2026 · Artificial Intelligence

72 Hours, 100 Real Robots, 1M+ Compute: How a ‘No‑Cheat’ Contest Ended Embodied AI Score‑Chasing

The inaugural EAIDC embodied‑AI hackathon brought over a million FLOPs of compute, nearly a hundred six‑axis robots, and a 72‑hour window for 20 teams to collect data, train models, and deploy on real hardware, revealing the true performance gap of open‑source models and the need for open, real‑world benchmarking.

Open Sourcereal-world evaluationrobotics

0 likes · 11 min read

72 Hours, 100 Real Robots, 1M+ Compute: How a ‘No‑Cheat’ Contest Ended Embodied AI Score‑Chasing