TLDR

Text-to-SQL Evaluation with BIRD Dataset

BIRD dataset leads Large-scale Text-to-SQL Evaluation, setting new standards in semantic parsing.

EvalPlus software provides enhanced testing for LLM code with HumanEval+ and MBPP+.

Chatbot Arena: Revolutionizing the benchmarking of large language models with community participation and advanced evaluation mechanisms.