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LiveCodeBench v6
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‎build/asset-manifest.json‎

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{
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"files": {
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"main.css": "./static/css/main.be588df3.css",
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"main.js": "./static/js/main.0d028f0f.js",
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"main.js": "./static/js/main.8c8c9279.js",
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"index.html": "./index.html",
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"main.be588df3.css.map": "./static/css/main.be588df3.css.map",
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"main.0d028f0f.js.map": "./static/js/main.0d028f0f.js.map"
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"main.8c8c9279.js.map": "./static/js/main.8c8c9279.js.map"
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},
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"entrypoints": [
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"static/css/main.be588df3.css",
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"static/js/main.0d028f0f.js"
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"static/js/main.8c8c9279.js"
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]
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}

‎build/index.html‎

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<div class="columns is-centered">
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<div class="column has-text-centered">
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<h1 class="title is-1 publication-title">
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LiveCodeBench: Holistic and Contamination-Free Evaluation of
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LiveCodeBench: Holistic and Contamination Free Evaluation of
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Large Language Models for Code
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</h1>
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<div class="is-size-5 publication-authors">

‎build/leaderboard.html‎

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<!doctype html><html lang="en"><head><title>LiveCodeBench Leaderboard</title><meta charset="UTF-8"/><meta name="viewport" content="width=device-width,initial-scale=1"/><meta name="theme-color" content="#000000"/><meta name="description" content="LiveCodeBench Leaderboard"/><link rel="stylesheet" href="bootstrap.min.css"/><link rel="stylesheet" href="./css/bulma.min.css"/><link rel="stylesheet" href="./css/bulma-carousel.min.css"/><link rel="stylesheet" href="./css/bulma-slider.min.css"/><link rel="stylesheet" href="./css/fontawesome.all.min.css"/><link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css"/><link rel="stylesheet" href="./css/index.css"/><link rel="icon" href="./images/favicon.svg"/><script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script><script defer="defer" src="./js/fontawesome.all.min.js"></script><script src="./js/bulma-carousel.min.js"></script><script src="./js/bulma-slider.min.js"></script><script src="./js/index.js"></script><script defer="defer" src="./static/js/main.0d028f0f.js"></script><link href="./static/css/main.be588df3.css" rel="stylesheet"></head><body><noscript>You need to enable JavaScript to run this app.</noscript><div id="root"></div></body></html>
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<!doctype html><html lang="en"><head><title>LiveCodeBench Leaderboard</title><meta charset="UTF-8"/><meta name="viewport" content="width=device-width,initial-scale=1"/><meta name="theme-color" content="#000000"/><meta name="description" content="LiveCodeBench Leaderboard"/><link rel="stylesheet" href="bootstrap.min.css"/><link rel="stylesheet" href="./css/bulma.min.css"/><link rel="stylesheet" href="./css/bulma-carousel.min.css"/><link rel="stylesheet" href="./css/bulma-slider.min.css"/><link rel="stylesheet" href="./css/fontawesome.all.min.css"/><link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css"/><link rel="stylesheet" href="./css/index.css"/><link rel="icon" href="./images/favicon.svg"/><script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script><script defer="defer" src="./js/fontawesome.all.min.js"></script><script src="./js/bulma-carousel.min.js"></script><script src="./js/bulma-slider.min.js"></script><script src="./js/index.js"></script><script defer="defer" src="./static/js/main.8c8c9279.js"></script><link href="./static/css/main.be588df3.css" rel="stylesheet"></head><body><noscript>You need to enable JavaScript to run this app.</noscript><div id="root"></div></body></html>

‎build/static/js/main.0d028f0f.js‎ renamed to ‎build/static/js/main.8c8c9279.js‎

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‎build/static/js/main.0d028f0f.js.LICENSE.txt‎ renamed to ‎build/static/js/main.8c8c9279.js.LICENSE.txt‎

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‎build/static/js/main.0d028f0f.js.map‎ renamed to ‎build/static/js/main.8c8c9279.js.map‎

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‎public/index_home.html‎

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<div class="columns is-centered">
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<div class="column has-text-centered">
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<h1 class="title is-1 publication-title">
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LiveCodeBench: Holistic and Contamination-Free Evaluation of
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LiveCodeBench: Holistic and Contamination Free Evaluation of
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Large Language Models for Code
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</h1>
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<div class="is-size-5 publication-authors">

‎src/LeaderboardComp.tsx‎

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const numProblems = performances.filter(
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(result: any) =>
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result["model"] === "GPT-4O-2024-05-13" &&
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result["model"] === "GPT-4O-2024-08-06" &&
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result["date"] >= dateStartAndEnd[0] &&
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result["date"] <= dateStartAndEnd[1]
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).length;
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message += "<br><br>We estimate cutoff dates based on release date and performance variation. Models highlighted in red are likely contaminated on some fraction of the problems in the given time-window. Feel free to adjust the slider to see the leaderboard at different time windows. Please offer feedback if you find any issues!"
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message += "<br><br>Announcements: <br>1. We have made revisions to our official autograder, fixing some unhandled cases. In case you are performing local evaluations, please use the latest codebase. <br>2. We have been introducing larger fraction of difficult problems for the more recent releases in lines with model capability improvements. A drop in performance in the later months is expected."
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message += "<br><br>Note: We have been introducing larger fraction of difficult problems for the more recent releases in lines with model capability improvements. A drop in performance in the later months is expected."
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‎src/leaderboardLib.tsx‎

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result["date"] >= start &&
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result["date"] <= end
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)
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console.log("Results: ", results)
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const average_pass = formatNumber(
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mean(results.map((result) => result["pass@1"]))
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)
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// console.log("COT PASS: ", cot_pass, cot_pass != undefined, cot_pass != null, cot_pass.toString() != "NaN")
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console.log(
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"Model: ",
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model,
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"Average Pass: ",
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average_pass,
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);
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return {
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average_pass,

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