# Your Benchmark Is an Empirical Measure Over Difficulty

**Authors:** Yifan Sun, Naicheng Yu, Jiawen Gong, Jingyan Shen, Huan Zhang  
**Lab:** University of Illinois Urbana-Champaign · **Published:** 20 Oct 2026  
**Links:** [arXiv](https://arxiv.org/abs/2610.29927) · [PDF](https://arxiv.org/pdf/2610.29927) · [This page](https://omen-bit.github.io/ai-paper-daily/paper/2610.29927.html)

---

Notes written by AI from the paper, numbers copied from the abstract. Check the paper before you rely on them. From AI Papers Daily.