In this article, I’m sharing a concise cheat sheet on AI Model Evaluation & Robustness. The infographics are designed to help you quickly grasp the most important evaluation metrics, and I’ve also included a downloadable PDF formatted as short, interview-style questions so you can review and revise efficiently.
If you want a deeper dive into the concepts, examples, and interview insights, you can read the full article here:
👉 https://www.aiskillshub.io/p/ai-model-evaluation-robustness-interview-preparation
Interview Cheat Sheet -1
Interview Cheat Sheet -2
Please find the attached PDF here, organized as short questions for quick revision.
To wrap up, no single metric can fully capture the performance of a modern AI system. Effective evaluation requires a combination of grounding, task success, robustness, and operational metrics—especially for RAG and agentic systems. Use this cheat sheet as a quick reference to guide both interview preparation and real-world system design.