Ayushnangia/finbench-data

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)

Sources

• DocFinQA
• FinQA
• TAT-QA
• DocMath-Eval