RepoQA

Multilingual
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About

RepoQA is the first benchmark specifically designed for long-context code understanding, featuring 500 code search tasks from 50 repositories across 5 programming languages. Using the Searching Needle Function (SNF) task, this multilingual evaluation tests AI models' ability to retrieve specific functions based on natural-language descriptions within extensive codebases, challenging long-context comprehension capabilities.

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Evaluation Stats
Total Models2
Organizations1
Verified Results0
Self-Reported2
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Benchmark Details
Max Score1
Language
en
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Performance Overview
Score distribution and top performers

Score Distribution

2 models
Top Score
85.0%
Average Score
81.0%
High Performers (80%+)
1

Top Organizations

#1Microsoft
2 models
81.0%
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Leaderboard
2 models ranked by performance on RepoQA
LicenseLinks
Aug 23, 2024
MIT
85.0%
Aug 23, 2024
MIT
77.0%
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Resources