Description

DSBench is a comprehensive benchmark for evaluating data science agents on realistic, end-to-end tasks. It comprises 466 data analysis and 74 data modeling tasks from Eloquence and Kaggle, featuring long contexts, multimodal task backgrounds, reasoning with large data files and multi-table structures to better reflect real-world data science challenges.