Datasets:
| license: cc-by-4.0 | |
| task_categories: | |
| - question-answering | |
| tags: | |
| - finance | |
| - financial-analysis | |
| - reasoning | |
| - search | |
| This repository contains the FinSearchComp dataset, a benchmark for evaluating financial search and reasoning capabilities of LLM-based agents, as presented in the paper [FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning](https://huggingface.co/papers/2509.13160). | |
| **Project Page:** [https://randomtutu.github.io/FinSearchComp/](https://randomtutu.github.io/FinSearchComp/) | |
| FinSearchComp is the first fully open-source agent benchmark designed for realistic, open-domain financial search and reasoning. It comprises three tasks that closely reproduce real-world financial analyst workflows: | |
| - Time-Sensitive Data Fetching | |
| - Simple Historical Lookup | |
| - Complex Historical Investigation | |
| The benchmark includes 635 questions spanning global and Greater China markets, meticulously annotated by 70 professional financial experts. |