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Embodied Arena: A Comprehensive, Unified, and Evolving Evaluation Platform for Embodied AI

Description

Embodied AI development significantly lags behind large foundation models due to three critical challenges: (1) lack of systematic understanding of core capabilities needed for Embodied AI, making research lack clear objectives; (2) absence of unified and standardized evaluation systems, rendering cross-benchmark evaluation infeasible; and (3) underdeveloped automated and scalable acquisition methods for embodied data, creating critical bottlenecks for model scaling. To address these obstacles,

Source

http://arxiv.org/abs/2509.15273v2