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Minwoo Kim

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LIBERO-Para: A Diagnostic Benchmark and Metrics for Paraphrase Robustness in VLA Models

This work introduces LIBERO-Para, a controlled benchmark that independently varies action expressions and object references for fine-grained analysis of linguistic generalization in VLA models, and proposes PRIDE, a metric that quantifies paraphrase difficulty using semantic and syntactic factors.

Chanyoung Kim, Minwoo Kim, Minseok Kang et al. · 7 citations · ⚡2

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