---
license: apache-2.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
dataset_info:
  features:
  - name: question
    dtype: string
  - name: answer
    dtype: string
  - name: task
    dtype: string
  - name: context
    dtype: string
  - name: context_type
    dtype: string
  - name: options
    sequence: string
  - name: program
    dtype: string
  splits:
  - name: train
    num_bytes: 52823429
    num_examples: 14377
  - name: test
    num_bytes: 15720371
    num_examples: 4673
  download_size: 23760863
  dataset_size: 68543800
---


<p align="left">
  <img src="bizbench_pyramid.png" width=50%/>
</p>

# BizBench: A Quantitative Reasoning Benchmark for Business and Finance

Public dataset for [BizBench](https://arxiv.org/abs/2311.06602).

For the curated leaderboard, see: [https://benchmarks.kensho.com/](https://benchmarks.kensho.com/)

| Dataset | Train/Few Shot Data | Test Data |
| --- | --- | --- |
| **Program Synthesis** | | |
| FinCode | 7 | 47 |
| CodeFinQA | 4668 | 795 |
| CodeTATQA | 6846 | 2000 | 
| **Quantity Extraction** | | |
| ConvFinQA (E) |  | 629 |
| TAT-QA (E) |  | 120  |
| SEC-Num | 6846 | 2000 | 
| **Domain Knowledge** | | |
| FinKnow |  | 744 |
| ForumlaEval |  | 50 |