BRIGHT

Reasoning-intensive retrieval benchmark.

Overview

Field	Value
Modality	Text
Generation GT	No
HF Repository	bright-dumps

Description

BRIGHT (Benchmarking Retrieval for Generative and Reasoning-Intensive Transformations) focuses on queries that require reasoning beyond simple keyword matching.

Download

autorag-research data restore bright <dataset_name>_<embedding_model>

Ingest from Source

autorag-research ingest --name=bright --extra dataset-name=<name> --embedding-model=openai-small

Best For

• Complex query understanding
• Reasoning-based retrieval
• Advanced semantic matching