# RoboValue: A Fine-Grained Sim-and-Real Benchmark for Unified Evaluation of Robotic Value Models

- Source: HuggingFace Daily Papers
- Published: 2026-10-19T00:00:00.000Z
- RoboHot: https://robohot.news/en/items/vivcup6xvjckjmswekajsiu0b
- Original: https://huggingface.co/papers/2610.26663

## Summary

RoboValue introduces a fine-grained sim-and-real benchmark for unified evaluation of robotic value models, assessing four complementary capability dimensions through shared interfaces: task-state understanding, temporal progress monitoring, failure and recovery reasoning, and value consistency.