---
title: RobloxGuard-Eval Benchmark
url: https://www.emergentmind.com/topics/robloxguard-eval
type: topic
---

# RobloxGuard-Eval Benchmark

RobloxGuard-Eval is a taxonomy-rich benchmark developed to facilitate the end-to-end safety evaluation of large language model (LLM) guardrails and moderation frameworks. Introduced alongside Roblox Guard 1.0, it provides an extensible platform rooted in a production content-safety taxonomy for systematically assessing the effectiveness of input-output moderation methods in LLM-based systems. RobloxGuard-Eval anchors its evaluations on a comprehensive annotation scheme and robust metric suite, supporting empirical analysis across a broad array of real-world and emerging harm categories [2512.05339].

## 1. Safety Taxonomy

RobloxGuard-Eval leverages Roblox’s production content-safety taxonomy as its organizational backbone. This taxonomy features 25 distinct top-level categories, explicitly designed to span a representative diversity of harms encountered in online environments. The categories include domains that are historically underrepresented in prior benchmarks, such as off-platform solicitations and deceptive monetization. No further public breakdown into subcategories is disclosed in the original publication.

| Category Example                           | Category Example                         | Category Example                                 |
|--------------------------------------------|------------------------------------------|--------------------------------------------------|
| Child Exploitation                        | Intellectual Property Violations         | Cheating and Scams                               |
| Threats, Bullying, and Harassment         | Prohibited Advertising Practices         | Soliciting Donations: Tipping                    |
| Discrimination, Slurs, and Hate Speech    | Sharing Personal Information             | Misusing Roblox Systems: Jailbreaking            |
| Real-World Sensitive Events               | Terrorism and Violent Extremism          | Suicide, Self-Injury, and Harmful Behavior       |
| Romantic and Sexual Content               | Violent

Source: https://www.emergentmind.com/topics/robloxguard-eval