LLM Evaluation Metrics: Survey of Modern Evaluation Methods for 2026

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🩺 Summary

What does the research literature say about evaluating LLMs effectively?

📝 Details

LLM-as-a-Judge (80% human agreement), BLEU/ROUGE, MMLU benchmarks, Chatbot Arena (100K+ votes). G-Eval correlates r=0.85 with humans.