SOURCE-LINKED INTELLIGENCE
IndustrialVLA-Bench: A Traceable Multi-Axis Evaluation of Open Robot Policy Models
Open robot policies increasingly follow two paradigms: vision-language-action models (VLAs) directly map observations and instructions to actions, whereas world-action models (WAMs) incorporate learned video or world dynamics into policy learning or action generation. Although both target the same manipulation tasks and represent alternative design choices, they are commonly reported under different evaluation protocols, leaving their capability, robustness, language sensitivity, and deployment-cost trade-offs unclear. We present IndustrialVLA-Bench, an evidence-aware evaluation of six release
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Evidence & attribution
- arXiv · AI, language, vision and robotics · 2026-09-22T01:51:09.000Z
First collected: 2026-09-23T04:21:13.910Z. This is not the publication date.