Setoka A Benchmark For Hierarchical User Understan

---
name: setoka-a-benchmark-for-hierarchical-user-understan
description: Setoka: A Benchmark for Hierarchical User Understanding in Personalized Agents over Heterogeneous Da
version: 1.0.0
date: 2026-07-30
arxiv_id: 2607.27056
tags: ["arxiv", "research", "paper", "ai-safety-eval"]
activation_keywords: ["setoka", "a", "benchmark", "for", "hierarchical"]
---

# Setoka: A Benchmark for Hierarchical User Understanding in Personalized Agents over Heterogeneous Da

**arXiv ID:** 2607.27056
**Utility Score:** 1.00
**Authors:** Lingyang Zeng, Guangze Chen, Kaichen Yu
**URL:** https://arxiv.org/abs/2607.27056

## 概述

Setoka: A Benchmark for Hierarchical User Understanding in Personalized Agents over Heterogeneous Da

这是一篇来自 arXiv 的高价值论文（utility score: 1.00），通过自动追踪系统识别。

## 核心创新

*待研究论文内容后填写*

## 应用场景

*待研究论文内容后填写*

## 实现要点

*待研究论文内容后填写*

## 参考资源

- [arXiv论文](https://arxiv.org/abs/2607.27056)