RoboProcessBench is a new benchmark decomposing process-aware understanding into static monitoring and dynamic reasoning across 12 question families, with evaluations showing VLM limitations but post-training gains on the provided data.
From passive observer to active critic: Reinforcement learning elicits process reasoning for robotic manipulation.arXiv preprint arXiv:2603.15600, 2026
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RoboProcessBench: Benchmarking Process-Aware Understanding in Vision-Language Robotic Manipulation
RoboProcessBench is a new benchmark decomposing process-aware understanding into static monitoring and dynamic reasoning across 12 question families, with evaluations showing VLM limitations but post-training gains on the provided data.