# Evaluating XAI Methods in Legal AI

> Note: This article is just one of 60+ sections from our full report titled: The 2024 Legal AI Retrospective - Key Lessons from the Past Year .

**Author:** Alex Denne  
**Category:** Insights  
**Published:** 2024-12-18  
**Reading time:** 3 min

**Note:** This article is just one of 60+ sections from our full report titled: [The 2024 Legal AI Retrospective - Key Lessons from the Past Year](https://www.genieai.co/blog/legal-ai). Please download the full report to check any citations.

**Evaluating XAI Methods**

Explanation: We need to set up rules and benchmarks for Legal AI, so we can consistently evaluate and improve them.

**Challenge:**

 • Lack of standardized evaluation methods

 • Difficulties in human subject evaluations

**Research Direction:**

 • Develop comprehensive evaluation metrics

 • Implement standardized protocols for human evaluations

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