ORGANISATION

BhashaBench-Multi

BhashaBench-Multi is a large-scale multilingual multiple-choice question answering (MCQ) benchmark covering four specialised Indian knowledge domains across 22 Indian languages plus English.

About Dataset

No existing open-source benchmark provides purpose-built Indian domain knowledge coverage across such a broad set of languages and specialised domains. BhashaBench-Multi is designed to evaluate language understanding, domain knowledge, and cross-lingual robustness of NLP systems in low-resource and mid-resource Indian language settings. These four domains were selected as high-stakes, underserved verticals in Indian-language NLP: * BhashaBench-Ayur * BhashaBench-Finance * BhashaBench-Legal * BhashaBench-Krishi

Purpose of Dataset

* Benchmarking multilingual LLMs on Indian-language domain knowledge across agriculture, finance, law, and Ayurveda * Evaluating cross-lingual knowledge transfer and robustness across 22 Indian languages and English * Research on multilingual reasoning, domain adaptation, and low-resource language understanding * Assessing knowledge preservation and performance disparities across diverse Indian languages and scripts

Dataset Metadata

License

Attribution-Non-Commercial 4.0 International (CC BY-NC 4.0)

Geographical coverage

India

Sector

Other

Author

bharatgenai

Source Organisation

BharatGen

Uploaded by

Kundeshwar Vijay Pundalik

Data Quality Score (Beta)

2.75

Dataset type

Structured

Frequency

Static

Time Granularity

Static

Year range

N.A.

Date & Time

31/07/26 16:08:54

Visibility

Open

Hosted / Redirected

Hosted

Data Type

Primary

Activity Overview

0
5
823.42 MB
75

License Control

Attribution-Non-Commercial 4.0 International (CC BY-NC 4.0)