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.
PRM- as-a-judge: A dense evaluation paradigm for fine-grained robotic auditing.arXiv preprint arXiv:2603.21669, 2026
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.RO 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.