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Code Search datasets
archive 2025-07-28
14 datasets carry the task tag "Code Search" (the task itself: Code Search), ordered by the archive's paper count. Page 1 of 1: 14 shown of 14. Facet routes are this site's own (the archive records the tag string, not a page).
The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.
Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets
Code Search datasets 1–14 of 14
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.
308 papers · 12 benchmarks
CodeXGLUE is a benchmark dataset and open challenge for code intelligence.
205 papers · 10 benchmarks
CoNaLa (CMU CoNaLa, the Code/Natural Language Challenge)
The CMU CoNaLa, the Code/Natural Language Challenge dataset is a joint project from the Carnegie Mellon University NeuLab and Strudel labs.
77 papers · 1 benchmark
XLCoST (Cross-Lingual Code Snippet)
XLCoST is a benchmark dataset for cross-lingual code intelligence.
22 papers · 0 benchmarks
StaQC (Stack Overflow Question-Code pairs) is a large dataset of around 148K Python and 120K SQL domain question-code pairs, which are automatically mined from StackOverflow.
19 papers · 0 benchmarks
CoIR (Code Information Retrieval Benchmark)
CoIR (Code Information Retrieval) benchmark, is designed to evaluate code retrieval capabilities.
18 papers · 1 benchmark
PyTorrent contains 218,814 Python package libraries from PyPI and Anaconda environment.
5 papers · 0 benchmarks
CoDesc is a large dataset of 4.2m Java source code and parallel data of their description from code search, and code summarization studies.
4 papers · 2 benchmarks
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
1 paper · 0 benchmarks
This repository holds two datasets: one with both the original binaries and the code sections extracted from them (“full dataset”), and one with only the code sections (“only code sections”).
1 paper · 0 benchmarks
RES-Q (RES-Q: Evaluating Code-Editing Large Language Model Systems at the Repository Scale)
RES-Q is a natural language instruction-based benchmark for evaluating Repository Editing Systems, which consists of 100 handcrafted repository editing tasks derived from real GitHub commits.
1 paper · 1 benchmark
Search4Code is a large-scale web query based dataset of code search queries for C# and Java.
1 paper · 0 benchmarks
Dataset contains about 48K contracts which are open source on Etherscan.
1 paper · 0 benchmarks
CodeSCAN (ScreenCast ANalysis for Video Programming Tutorials)
CodeSCAN is the first large-scale and diverse dataset of coding screenshots with pixel-perfect annotations.
0 papers · 0 benchmarks
Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.