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BhashaBench-Finance

BhashaBench-Finance

BhashaBench-Finance (BBF): Benchmarking AI on Indian Financial Knowledge

About Dataset

BhashaBench-Finance (BBF) is the first comprehensive benchmark designed to evaluate AI models on Indian financial knowledge and practices. Tailored for India's diverse financial ecosystem, regulatory framework, and economic landscape, BBF draws from 25+ official government and institutional financial exams to assess models' ability to provide accurate, policy-compliant, and contextually relevant financial advice and analysis. Key Features * Languages: English and Hindi (with plans for more Indic languages) * Exams: 25+ unique financial government and institutional exams across India * Domains: 30+ financial and allied domains, spanning comprehensive financial knowledge * Questions: 19,433 rigorously validated, exam-based questions * Difficulty Levels: Easy (7,111), Medium (9,348), Hard (2,974) * Question Types: Multiple Choice, Assertion-Reasoning, Match the Column, Rearrange the Sequence, Fill in the Blanks, Reading Comprehension, Essay * Focus: Practical, regulation-aware, India-specific financial knowledge essential for financial professionals and consumers

Purpose of Dataset

Bbf Enables Evaluation Of Ai Systems For: * Financial Advisory Services In Indian Context * Banking And Insurance Customer Support Systems * Regulatory Compliance Automation Tools * Financial Education Platforms For Indian Markets * Investment Analysis Systems Understanding Indian Financial Instruments

Activity Overview Activity Overview

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Tags Tags

  • language:hi
  • library:pandas
  • language:en
  • modality:text
  • library:datasets
  • region:us
  • library:polars
  • library:mlcroissant
  • format:parquet
  • license:cc-by-4.0
  • size_categories:10K<n<100K
  • source_datasets:original
  • task_categories:multiple-choice
  • task_categories:question-answering
  • arxiv:2510.25409

License Control License Control

Attribution 4.0 International (CC BY- 4.0)