metadata
license: mit
task_categories:
- question-answering
language:
- en
tags:
- finance
- financial-qa
- benchmark
- evaluation
size_categories:
- 1K<n<10K
configs:
- config_name: docfinqa
data_files:
- split: test
path: docfinqa/test.json
- config_name: docmath_eval_complong
data_files:
- split: test
path: docmath_eval/complong_testmini.json
- config_name: docmath_eval_compshort
data_files:
- split: test
path: docmath_eval/compshort_testmini.json
- config_name: docmath_eval_simplong
data_files:
- split: test
path: docmath_eval/simplong_testmini.json
- config_name: docmath_eval_simpshort
data_files:
- split: test
path: docmath_eval/simpshort_testmini.json
FinBench Test Datasets
Financial QA test datasets for evaluating LLMs on financial reasoning.
Quick Start
from datasets import load_dataset
# Datasets with HF split support
docfinqa = load_dataset("Ayushnangia/finbench-data", "docfinqa", split="test") # 922 items
docmath = load_dataset("Ayushnangia/finbench-data", "docmath_eval_complong", split="test") # 300 items
# Datasets with nested structure (load as JSON)
import json
from huggingface_hub import hf_hub_download
finqa_path = hf_hub_download("Ayushnangia/finbench-data", "finqa/test.json", repo_type="dataset")
with open(finqa_path) as f:
finqa = json.load(f) # 1,147 items
tatqa_path = hf_hub_download("Ayushnangia/finbench-data", "tatqa/tatqa_dataset_test_gold.json", repo_type="dataset")
with open(tatqa_path) as f:
tatqa = json.load(f) # 277 items with answers
Datasets
| Dataset | Config | Items | Method |
|---|---|---|---|
| DocFinQA | docfinqa |
922 | load_dataset() |
| DocMath (complex long) | docmath_eval_complong |
300 | load_dataset() |
| DocMath (complex short) | docmath_eval_compshort |
200 | load_dataset() |
| DocMath (simple long) | docmath_eval_simplong |
100 | load_dataset() |
| DocMath (simple short) | docmath_eval_simpshort |
200 | load_dataset() |
| FinQA | - | 1,147 | JSON download |
| TAT-QA | - | 277 | JSON download |
CLI Download
huggingface-cli download Ayushnangia/finbench-data --local-dir data --repo-type dataset
Files
data/
├── docfinqa/test.json (922 items)
├── finqa/test.json (1,147 items)
├── tatqa/tatqa_dataset_test_gold.json (277 items with answers)
└── docmath_eval/
├── complong_testmini.json (300 items)
├── compshort_testmini.json (200 items)
├── simplong_testmini.json (100 items)
└── simpshort_testmini.json (200 items)