CodeSearchNet
Introduced by Husain et al. in CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
The CodeSearchNet Corpus is a large dataset of functions with associated documentation written in Go, Java, JavaScript, PHP, Python, and Ruby from open source projects on GitHub. The CodeSearchNet Corpus includes: * Six million methods overall * Two million of which have associated documentation (docstrings, JavaDoc, and more) * Metadata that indicates the original location (repository or line number, for example) where the data was found
Source: https://github.blog/2019-09-26-introducing-the-codesearchnet-challenge/Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
|---|---|---|---|---|---|
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CodeSearchNet - Java
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CodeTrans-MT-Large
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CodeSearchNet - JavaScript
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Transformer
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CodeSearchNet - Php
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CodeTrans-MT-Base
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CodeSearchNet - Ruby
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CodeTrans-MT-Base
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CodeSearchNet - Go
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CodeBERT
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CodeSearchNet
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CodeBERT
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CodeSearchNet - Python
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CodeTrans-MT-Base
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CodeSearchNet
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cpt-code M
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CodeSearchNet
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ContraCode
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CodeSearchNet - Ruby
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Uni-SBT
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CodeSearchNet - Python
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AdaMo-basic
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CodeSearchNet
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ContraCode
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Papers
| Paper | Code | Results | Date | Stars |
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