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benchmark/MIT_Mystery_Hunt/README.md
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# MIT Mystery Hunt — local puzzle mirror
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Answer keys live in `mh_answers/` and `answers.tsv`. Puzzle **bodies + multimedia** are mirrored under `puzzles/`.
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## Counts (targets)
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| Source | Items | Role |
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|--------|------:|------|
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| `mh_answers/mystery*.txt` | 4,202 | keyed answers 1994–2025 |
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| `answers.tsv` | 2,299 | URL ↔ answer (1999–2016) — primary mirror queue |
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| huntindex | 4,010 | indexed puzzles 1982 + 1994–2025 |
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## Layout
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```
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puzzles/
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by_tsv/{year}/…/ # mirrored from answers.tsv (answer-linked)
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{year}/{tag}_…/ # mirrored from huntindex catalog
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answers_tsv_manifest.jsonl
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manifest.jsonl
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by_answer.json
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*_state.json
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```
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Each puzzle folder typically contains:
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- puzzle HTML/PDF
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- referenced images / audio / video / other assets
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- `solution.html` / `solution.pdf` when linked
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## Re-run / resume
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```bash
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# answer-linked queue (1999–2016)
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python mirror_answers_tsv.py
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# full huntindex catalog (all indexed puzzles)
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python mirror_puzzles.py
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```
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Both scripts are resumable via `*_state.json`.
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## Sources
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- https://puzzles.mit.edu/
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- https://devjoe.appspot.com/huntindex/
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- See MIT Puzzle Club [data use policy](https://puzzles.mit.edu/datapolicy.html)
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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0//EN">
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<html><head>
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<!--base href="https://devjoe.appspot.com/huntindex/"-->
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<link rel="stylesheet" type="text/css" href="https://devjoe.appspot.com/devjoe.css">
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<META HTTP-EQUIV="Content-Type" CONTENT="text/html; charset=UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>MIT Mystery Hunt Puzzle Index</title>
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</head><body><div style="float:left;width:500px;"><script>
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(function() {
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var cx = '013471792373231319249:xgnzsf-cvke';
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var gcse = document.createElement('script');
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gcse.type = 'text/javascript';
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gcse.async = true;
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gcse.src = 'https://cse.google.com/cse.js?cx=' + cx;
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var s = document.getElementsByTagName('script')[0];
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s.parentNode.insertBefore(gcse, s);
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})();
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</script>
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<gcse:search></gcse:search></div><P style="text-align:right"><A href="https://docs.google.com/forms/d/1rreXCUI7cFx6NS_XfRcCHfxCcoO6bLpHB6whm_SeQHs/viewform?entry.424949080=index.html&entry.1772276822&entry.566073572&entry.1369472687" target="_blank">Feedback</A> </P><H1 style="clear:both;">MIT Mystery Hunt Puzzle Index</H1>Yes, an index. So we can find the puzzles that have previously been done on a topic.
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<H2>What's in the Index?</H2>The 1982 Hunt and all the Hunts from 1994-2025 are indexed. Many thanks to Aaron Dinkin of Metaphysical Plant for helping get the 2011 puzzles added, and Seth Schoen of Codex for the 2012 puzzles, as well as all the people who have helped fill in gaps in the Mystery Hunt archive.
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<H2>How do I access it?</H2>
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<P>In any of these ways:</P>
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<UL>
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<LI><A HREF="/huntindex/index/index.html">See the complete index on one page</A> (very long)</LI><LI><A HREF="/huntindex/index/keywords.html">See the list of keywords</A> (2606)</LI><LI><A HREF="/huntindex/index/puzzles.html">See the list of puzzles</A> (4010)</LI><LI><A HREF="/huntindex/index/puzzlesalpha.html">See the list of puzzles sorted by title</A></LI><LI><A HREF="/huntindex/index/categories.html">See the list of categories</A> (21)</LI><LI><A HREF="/huntindex/index/hunts.html">See the list of hunts</A> (33)</LI><LI><A HREF="/huntindex/index/authors.html">See the list of authors</A> (1106)</LI></UL><H2>New Features</H2>A bunch of stuff:<UL><LI>In the midst of constructing 2024's Hunt, I received a <i>massive</i> archive including all Eric Albert's personal Hunt archives. I sorted this out and provided it to the Hunt archives.</LI><LI>The 1982 Hunt is indexed.</LI><LI>Previously missing pieces of the 1995 and 1996 Hunts are indexed.</LI><LI>The 1998 Hunt is indexed. This Hunt was almost completely missing from the archive until now. A number of puzzles still lack complete solutions.</LI><LI>The 2024 Hunt is indexed.</LI><LI>The 2025 Hunt is indexed.</LI></UL>Keep sending feedback via those links on every page to let me know what's wrong, but hold off on suggesting synonyms or category suggestions for now.
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<H2>What remains to be added?</H2><UL>
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<LI>The 1981 Hunt</LI>
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<LI>All Hunts from 1983 to 1993</LI>
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</UL>
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<H2>Future Development</H2><P>I am considering adding other non-Mystery Hunt puzzle hunts to this index. To be eligible, a puzzle hunt should:</P>
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<UL>
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| 62 |
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<LI>Have freely accessible archives of puzzles online</LI>
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<LI>Have a web site at a stable URL for a period of time</LI>
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<LI>Have solutions available online somewhere, or I have solutions for them I can post</LI>
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<LI>Not be an ongoing event people are expected to still be solving (i.e., solvers are not still asked to keep solutions secret)</LI>
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</UL>
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<P>Old MUMS, CISRA, SUMS (one SUMS is missing), the Harvard hunt, DASH, BAPHL, the RIT CS hunts, Mark Halpin's Labor Day hunts, and the Googol Conglomerate game are candidates. PuzzleCrack fails on having a stable website; only 2007 and 2008 are up now, 2008 without solutions. Sekkrets, The Stone, Puzzle Boat, and Panda Magazine are not eligible because access is still limited to what you have solved/opened via a logged in account and/or paid for. TimeHunt and Retrocogitator are not eligible because the puzzles are not online. And there are a ton of other ones in recent years I haven't gotten around to considering.</P>
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</body></html>
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|
| 1 |
+
<!DOCTYPE html>
|
| 2 |
+
<html lang="en">
|
| 3 |
+
<head>
|
| 4 |
+
<meta charset="UTF-8" />
|
| 5 |
+
<title>Mystery Hunt Archive · MIT Mystery Hunt / Puzzle Club</title>
|
| 6 |
+
<link rel="preconnect" href="https://fonts.googleapis.com" />
|
| 7 |
+
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
|
| 8 |
+
<link
|
| 9 |
+
href="https://fonts.googleapis.com/css2?family=PT+Serif:ital,wght@0,400;0,700;1,400&family=Syncopate:wght@700&display=swap"
|
| 10 |
+
rel="stylesheet"
|
| 11 |
+
/>
|
| 12 |
+
<meta name="viewport" content="width=device-width, initial-scale=1" />
|
| 13 |
+
<link rel="stylesheet" href="/style.css" type="text/css" />
|
| 14 |
+
<meta
|
| 15 |
+
name="description"
|
| 16 |
+
content="The MIT Mystery Hunt is an internationally renowned puzzle competition which takes place every January on MIT campus and attracts hundreds of participants from all over the world."
|
| 17 |
+
/>
|
| 18 |
+
<meta property="og:image" content="/images/header-coin.png" />
|
| 19 |
+
<meta
|
| 20 |
+
property="og:description"
|
| 21 |
+
content="The MIT Mystery Hunt is an internationally renowned puzzle competition which takes place every January on MIT campus and attracts hundreds of participants from all over the world."
|
| 22 |
+
/>
|
| 23 |
+
</head>
|
| 24 |
+
<body>
|
| 25 |
+
<div id="header"></div>
|
| 26 |
+
<main id="main">
|
| 27 |
+
<!-- NOTE: Don't edit this page directly! View the README on the Github. -->
|
| 28 |
+
<h1>Mystery Hunt Archive</h1>
|
| 29 |
+
<p>This archive is a work-in-progress: a few hunts are still missing bits and pieces, and we would like to make them as complete as possible. If you have any of the following, please <a href="contact.html">let us know</a>:</p>
|
| 30 |
+
<ul>
|
| 31 |
+
<li>2008: The physical exhibit for Dossier 7</li>
|
| 32 |
+
<li>1999: Parts of the Nagoya, Nairobi, and San Francisco puzzles. Solutions to Toronto, Chihuahua, Athens, Colombo, Warrant 3.2, Nagoya, Nairobi, and San Francisco.</li>
|
| 33 |
+
<li>1994-1998: The archivists are currently updating these Hunts with new information. Once this is finished, we will list what we are still missing.</li>
|
| 34 |
+
<li>1993: The computerized portion of the hunt (accessed by "telnet ninja 3051") and all of the solutions.</li>
|
| 35 |
+
<li>1988: Missing everything.</li>
|
| 36 |
+
</ul>
|
| 37 |
+
<p>We are also missing solutions for the Chess Competitions and the hunts from 1981-1983, 1985, and 1989-1992. Additionally, during the early years of the Mystery Hunt, there were often two simultaneous hunts (one for individuals and one for teams, or one for small teams and one for large teams, etc). Since we have no way of knowing which years had two hunts, the archive may have gaps of which we are unaware.</p>
|
| 38 |
+
<p>If you wish to distribute, adapt, or otherwise use puzzles and/or solutions on this archive, please refer to our <a href="datapolicy.html">data use policy</a>.</p>
|
| 39 |
+
<p>If there are things in the archive that make solving puzzles after-the-fact particularly bad (either because the puzzle page reveals information that would not have existed during the hunt proper, or because the information needed to solve the puzzle exists only in the solution page), please <a href="mailto:puzzle@mit.edu">let us know</a>.</p>
|
| 40 |
+
<p><a href="http://devjoe.livejournal.com">Devjoe</a>, a veteran Mystery Hunt participant and puzzler, has created a massive puzzle index of all puzzles between 1994 to now. The index is currently located <a href="https://devjoe.appspot.com/huntindex/">here</a>.</p>
|
| 41 |
+
<h2>2025</h2>
|
| 42 |
+
<p><a href="2025/">Mystery Hunt 2025</a>’s epic Gala celebrating the engagement of two of MITropolis's leading personas was supposed to begin with the unveiling of the historic Shadow Diamond, but when the diamond was found missing, teams were plunged into a noir mystery involving a shady cast of characters each hiding their own secret.</p>
|
| 43 |
+
<h2>2024</h2>
|
| 44 |
+
<p><a href="2024/">Mystery Hunt 2024</a> first tasked teams with escaping Hades after being banished there by the Greco-Roman pantheon for killing the god Pluto, then asked teams to revive Pluto by finding his "shades" scattered across the US.</p>
|
| 45 |
+
<h2>2023</h2>
|
| 46 |
+
<p><a href="2023/">Mystery Hunt 2023</a> started with teams working through a museum-themed round, written by a new AI, MATE, before inadvertently discovering a hidden factory. Within the factory, teams found several more "rejected" AIs, whose rounds they had to complete to build a new and improved factory.</p>
|
| 47 |
+
<h2>2022</h2>
|
| 48 |
+
<p><a href="2022/">Mystery Hunt 2022</a> asked teams to save Bookspace, an interdimensional space of all books and their characters, from disappearing.</p>
|
| 49 |
+
<h2>2021</h2>
|
| 50 |
+
<p><a href="2021/">Mystery Hunt 2021</a> asked teams to help Yew Labs retrieve their professor from an alternate universe.</p>
|
| 51 |
+
<h2>2020</h2>
|
| 52 |
+
<p><a href="2020/">Mystery Hunt 2020</a> asked teams to help generate buzz for the Penny Park theme park and prevent it from closing.</p>
|
| 53 |
+
<h2>2019</h2>
|
| 54 |
+
<p><a href="2019/">Mystery Hunt 2019</a> required teams to repair the damage after Setec Astronomy created Molasses Awareness Day to commemorate the <a href="https://en.wikipedia.org/wiki/Great_Molasses_Flood">Great Molasses Flood of 1919</a>, unleashing chaos on the Holiday Forest.</p>
|
| 55 |
+
<h2>2018</h2>
|
| 56 |
+
<p><a href="2018/">Mystery Hunt 2018</a> (Operation: Head Hunters) was themed after Pixar’s <em>Inside Out</em>. Teams had to help the emotions of one Miss Terry Hunter as she helped solve Mystery Hunt in the “real world.”</p>
|
| 57 |
+
<h2>2017</h2>
|
| 58 |
+
<p><a href="2017/">Mystery Hunt 2017</a> featured Monsters et Manus, the role-playing game of elves and engineers trying to defeat Mystereo Cantos.</p>
|
| 59 |
+
<h2>2016</h2>
|
| 60 |
+
<p><a href="2016/">Mystery Hunt 2016,</a> Huntception, let teams travel deeper and deeper into the minds of dreamers, in a story based on the film <em>Inception.</em></p>
|
| 61 |
+
<h2>2015</h2>
|
| 62 |
+
<p><a href="2015/">Mystery Hunt 2015</a> featured 20,000 Puzzles Under the Sea. A steam-era inventor, Dr. Nautilus, needed help harnessing the power of the “magnetonomic force” and exploring the ocean to retrieve “Nautilodestones.”</p>
|
| 63 |
+
<h2>2014</h2>
|
| 64 |
+
<p><a href="2014/">Mystery Hunt 2014</a> featured characters from Wonderland that had escaped into MIT and resulted in solvers exploring Wonderland to hunt down a fearsome beast.</p>
|
| 65 |
+
<h2>2013</h2>
|
| 66 |
+
<p><a href="2013/">Mystery Hunt 2013</a> led solvers on a heist to steal the coin from a bank.</p>
|
| 67 |
+
<h2>2012</h2>
|
| 68 |
+
<p><a href="2012/">Mystery Hunt 2012</a> was themed after <em>The Producers</em> and other Broadway shows.</p>
|
| 69 |
+
<h2>2011</h2>
|
| 70 |
+
<p><a href="2011/">Mystery Hunt 2011</a> had solvers assisting Mario as he traveled through several video-game worlds to rescue Princess Peach.</p>
|
| 71 |
+
<h2>2010</h2>
|
| 72 |
+
<p><a href="2010/">Mystery Hunt 2010</a> explored alternative history ahead of the Hunt's 30th anniversary.</p>
|
| 73 |
+
<h2>2009</h2>
|
| 74 |
+
<p><a href="2009/">Mystery Hunt 2009</a> sent solvers a thousand years into the future as they tried to escape from Zyzzlvaria.</p>
|
| 75 |
+
<h2>2008</h2>
|
| 76 |
+
<p><a href="2008/">Mystery Hunt 2008</a> asked solvers to identify Dr. Otto Awkward's murderer.</p>
|
| 77 |
+
<h2>2007</h2>
|
| 78 |
+
<p><a href="2007/">Mystery Hunt 2007</a> involved a descent through hell after making a pact with the devil.</p>
|
| 79 |
+
<h2>2006</h2>
|
| 80 |
+
<p><a href="2006/">Mystery Hunt 2006</a> required the agents of S.P.I.E.S. to save the world from the evil Professor Moriarty.</p>
|
| 81 |
+
<h2>2005</h2>
|
| 82 |
+
<p><a href="2005/">Mystery Hunt 2005</a> set solvers on a quest to save Normalville from a rain of meteorites.</p>
|
| 83 |
+
<h2>2004</h2>
|
| 84 |
+
<p><a href="2004/">Mystery Hunt 2004</a> was based on Time Bandits.</p>
|
| 85 |
+
<h2>2003</h2>
|
| 86 |
+
<p><a href="2003/www.acme-corp.com/0101/index.html">Mystery Hunt 2003</a> was initially a corporate murder mystery hunt, that was soon revealed to be taking place in the Matrix.</p>
|
| 87 |
+
<h2>2002</h2>
|
| 88 |
+
<p><a href="2002/index.html">Mystery Hunt 2002</a> was based on the <em>Monopoly</em> board game.</p>
|
| 89 |
+
<h2>2001</h2>
|
| 90 |
+
<p><a href="2001/index.html">Mystery Hunt 2001</a> was the Hunt of Horror.</p>
|
| 91 |
+
<h2>2000</h2>
|
| 92 |
+
<p><a href="2000/index.html">MH2K</a> involved getting Dorothy Gale back to Kansas or Oz--anywhere but MIT.</p>
|
| 93 |
+
<h2>1999</h2>
|
| 94 |
+
<p><a href="1999/index.html">Mystery Hunt '99</a> was a race by Mystery Hunt detectives to catch the evil Carmen Sandiego.</p>
|
| 95 |
+
<h2>1998</h2>
|
| 96 |
+
<p><a href="1998/index.html">Mystery Hunt '98</a> was about getting a degree in Enigmatology.</p>
|
| 97 |
+
<h2>1997</h2>
|
| 98 |
+
<p><a href="1997/index.html">Mystery Hunt '97</a> was a search for Elvis, the King, preceded by a mini-hunt featuring Bill and Ted, Wayne and Garth, and Beavis and Butthead.</p>
|
| 99 |
+
<h2>1996</h2>
|
| 100 |
+
<p><a href="1996/index.html">Mystery Hunt '96</a> took inspiration from the book <a href="http://en.wikipedia.org/wiki/Godel_Escher_Bach"><em>Godel, Escher, Bach: An Eternal Golden Braid</em></a> by Douglas Hofstadter.</p>
|
| 101 |
+
<h2>1995</h2>
|
| 102 |
+
<p><a href="1995/index.html">Mystery Hunt '95</a> was based on the game <a href="http://en.wikipedia.org/wiki/Cluedo"><em>Clue</em></a>.</p>
|
| 103 |
+
<h2>1994</h2>
|
| 104 |
+
<p><a href="1994/index.html">Mystery Hunt '94</a> had a loose cyberpunk theme.</p>
|
| 105 |
+
<h2>1993</h2>
|
| 106 |
+
<p><a href="1993/mysteryhunt1993.pdf">Mystery Hunt '93 (PDF)</a> was a search for The Holy Grail (with the coin inside).</p>
|
| 107 |
+
<h2>1992</h2>
|
| 108 |
+
<p><a href="1992/mysteryhunt1992.pdf">Mystery Hunt '92 (PDF)</a> was a treasure hunt on Captain Red Herring's Mystery Island.</p>
|
| 109 |
+
<h2>1991</h2>
|
| 110 |
+
<p><a href="1991/mysteryhunt1991.pdf">Mystery Hunt '91 (PDF)</a></p>
|
| 111 |
+
<h2>1990</h2>
|
| 112 |
+
<p><a href="1990/mysteryhunt1990.pdf">Mystery Hunt '90 (PDF)</a></p>
|
| 113 |
+
<h2>1989</h2>
|
| 114 |
+
<p><a href="1989/mysteryhunt1989.pdf">Mystery Hunt '89 (PDF)</a></p>
|
| 115 |
+
<h2>1988</h2>
|
| 116 |
+
<p>Have info on this hunt? We'd love to hear from you! Email <a href="contact.html">us</a>! Puzzles, solutions, anecdotes, photos, themes, we'll take anything!</p>
|
| 117 |
+
<p>Games Magazine has <a href="articles/gamesarticle.html">an article written by the author of the 1988 hunt</a>.</p>
|
| 118 |
+
<h2>1987</h2>
|
| 119 |
+
<p><a href="1987/mysteryhunt1987.pdf">Mystery Hunt '87 (PDF)</a></p>
|
| 120 |
+
<p><a href="1987/mysteryhunt1987_hints.pdf">Mystery Hunt '87 Hints (PDF)</a></p>
|
| 121 |
+
<p><a href="1987/mysteryhunt1987_solution.pdf">Mystery Hunt '87 Solutions (PDF)</a></p>
|
| 122 |
+
<h2>1986</h2>
|
| 123 |
+
<p><a href="1986/mysteryhunt1986.pdf">Mystery Hunt '86 (PDF)</a></p>
|
| 124 |
+
<p><a href="1986/mysteryhunt1986_solution.pdf">Mystery Hunt '86 Solutions (PDF)</a></p>
|
| 125 |
+
<h2>1985</h2>
|
| 126 |
+
<p><a href="1985/mysteryhunt1985.pdf">Mystery Hunt '85 (PDF)</a></p>
|
| 127 |
+
<h2>1984</h2>
|
| 128 |
+
<p><a href="1984/mysteryhunt1984.pdf">Mystery Hunt '84 (PDF)</a></p>
|
| 129 |
+
<p><a href="1984/mysteryhunt1984_hints.pdf">Mystery Hunt '84 Hints (PDF)</a></p>
|
| 130 |
+
<p><a href="1984/mysteryhunt1984_solution.pdf">Mystery Hunt '84 Solutions (PDF)</a></p>
|
| 131 |
+
<h2>1983</h2>
|
| 132 |
+
<p><a href="1983/mysteryhunt1983individual.pdf">Mystery Hunt '83: version for individuals (PDF)</a></p>
|
| 133 |
+
<p><a href="1983/mysteryhunt1983team.pdf">Mystery Hunt '83: version for teams (PDF)</a></p>
|
| 134 |
+
<h2>1982</h2>
|
| 135 |
+
<p><a href="1982/mysteryhunt1982.pdf">Mystery Hunt '82 (PDF)</a></p>
|
| 136 |
+
<h2>1981</h2>
|
| 137 |
+
<p><a href="1981/mysteryhunt1981.pdf">Mystery Hunt '81 (PDF)</a></p>
|
| 138 |
+
<h2>Chess Competitions</h2>
|
| 139 |
+
<p>Brad Schaefer ran these chess puzzle competitions a couple years before he started the Mystery Hunt. You could say they're the grandparents of the Hunt. Or second cousins once removed. Or possibly step-uncles.</p>
|
| 140 |
+
<p><a href="chess/chess1.pdf">Chess Puzzle Set 1 (PDF)</a></p>
|
| 141 |
+
<p><a href="chess/chess2.pdf">Chess Puzzle Set 2 (PDF)</a></p>
|
| 142 |
+
<p><a href="chess/chess3.pdf">Chess Puzzle Set 3 (PDF)</a></p>
|
| 143 |
+
<p>Special thanks to Dr. Brad Schaefer for (in addition to creating the Mystery Hunt) sending us copies of everything up to 1987.</p> </main>
|
| 144 |
+
<div id="footer"></div>
|
| 145 |
+
</body>
|
| 146 |
+
<script type="module" src="/package.js"></script>
|
| 147 |
+
<script type="module" src="/Header.js"></script>
|
| 148 |
+
<script type="module" src="/Title.js"></script>
|
| 149 |
+
<script type="module" src="/Nav.js?2"></script>
|
| 150 |
+
<script type="module" src="/Toggle.js"></script>
|
| 151 |
+
<script type="module" src="/Footer.js"></script>
|
| 152 |
+
<script type="module" src="/main.js"></script>
|
| 153 |
+
</html>
|
benchmark/MIT_Mystery_Hunt/mirror_answers_tsv.py
ADDED
|
@@ -0,0 +1,112 @@
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/env python3
|
| 2 |
+
"""Mirror puzzle pages for every row in answers.tsv (URL ↔ answer)."""
|
| 3 |
+
|
| 4 |
+
from __future__ import annotations
|
| 5 |
+
|
| 6 |
+
import json
|
| 7 |
+
import sys
|
| 8 |
+
import time
|
| 9 |
+
from pathlib import Path
|
| 10 |
+
from urllib.parse import urljoin
|
| 11 |
+
|
| 12 |
+
# reuse helpers
|
| 13 |
+
sys.path.insert(0, str(Path(__file__).resolve().parent))
|
| 14 |
+
from mirror_puzzles import ( # noqa: E402
|
| 15 |
+
OUT,
|
| 16 |
+
ROOT,
|
| 17 |
+
download_bytes,
|
| 18 |
+
mirror_page_with_assets,
|
| 19 |
+
safe_local_name,
|
| 20 |
+
session,
|
| 21 |
+
slugify,
|
| 22 |
+
)
|
| 23 |
+
|
| 24 |
+
TSV = ROOT / "answers.tsv"
|
| 25 |
+
STATE = OUT / "answers_tsv_state.json"
|
| 26 |
+
MANIFEST = OUT / "answers_tsv_manifest.jsonl"
|
| 27 |
+
BASE = "https://puzzles.mit.edu/"
|
| 28 |
+
|
| 29 |
+
|
| 30 |
+
def main():
|
| 31 |
+
sys.stdout.reconfigure(encoding="utf-8")
|
| 32 |
+
OUT.mkdir(parents=True, exist_ok=True)
|
| 33 |
+
s = session()
|
| 34 |
+
state = {"done": [], "failed": {}}
|
| 35 |
+
if STATE.exists():
|
| 36 |
+
state = json.loads(STATE.read_text(encoding="utf-8"))
|
| 37 |
+
done = set(state.get("done", []))
|
| 38 |
+
|
| 39 |
+
rows = []
|
| 40 |
+
for i, line in enumerate(TSV.read_text(encoding="utf-8").splitlines()):
|
| 41 |
+
if i == 0:
|
| 42 |
+
continue
|
| 43 |
+
parts = line.split("\t")
|
| 44 |
+
if len(parts) < 2:
|
| 45 |
+
continue
|
| 46 |
+
rel, ans = parts[0].strip(), parts[1].strip()
|
| 47 |
+
rows.append((rel, ans))
|
| 48 |
+
|
| 49 |
+
limit = int(sys.argv[1]) if len(sys.argv) > 1 and sys.argv[1].isdigit() else None
|
| 50 |
+
print(f"answers.tsv rows={len(rows)} already_done={len(done)} limit={limit}")
|
| 51 |
+
|
| 52 |
+
processed = 0
|
| 53 |
+
with MANIFEST.open("a", encoding="utf-8") as mf:
|
| 54 |
+
for rel, ans in rows:
|
| 55 |
+
if rel in done:
|
| 56 |
+
continue
|
| 57 |
+
if limit is not None and processed >= limit:
|
| 58 |
+
break
|
| 59 |
+
url = urljoin(BASE, rel)
|
| 60 |
+
# year from path
|
| 61 |
+
year = rel.split("/", 1)[0]
|
| 62 |
+
slug = slugify(rel.replace("/", "_"))
|
| 63 |
+
dest = OUT / "by_tsv" / year / slug
|
| 64 |
+
print(f"[{processed+1}] {ans[:40]:<40} {rel[:70]}")
|
| 65 |
+
rec = {
|
| 66 |
+
"rel": rel,
|
| 67 |
+
"answer": ans,
|
| 68 |
+
"url": url,
|
| 69 |
+
"year": year,
|
| 70 |
+
"local_dir": str(dest.relative_to(ROOT)).replace("\\", "/"),
|
| 71 |
+
"ok": False,
|
| 72 |
+
"errors": [],
|
| 73 |
+
}
|
| 74 |
+
try:
|
| 75 |
+
time.sleep(0.12)
|
| 76 |
+
info = mirror_page_with_assets(s, url, dest, max_assets=100, delay=0.08)
|
| 77 |
+
# try trailing slash if failed
|
| 78 |
+
if info.get("status") in (301, 302, 404) or info.get("status") != 200:
|
| 79 |
+
time.sleep(0.1)
|
| 80 |
+
info2 = mirror_page_with_assets(
|
| 81 |
+
s, url.rstrip("/") + "/", dest, max_assets=100, delay=0.08
|
| 82 |
+
)
|
| 83 |
+
if info2.get("status") == 200:
|
| 84 |
+
info = info2
|
| 85 |
+
rec["url"] = url.rstrip("/") + "/"
|
| 86 |
+
rec["mirror"] = {
|
| 87 |
+
"status": info.get("status"),
|
| 88 |
+
"local_page": info.get("local_page"),
|
| 89 |
+
"asset_count": len(info.get("assets", [])),
|
| 90 |
+
"errors": info.get("errors", [])[:8],
|
| 91 |
+
}
|
| 92 |
+
rec["ok"] = info.get("status") == 200
|
| 93 |
+
if not rec["ok"]:
|
| 94 |
+
rec["errors"].extend(info.get("errors", [])[:5])
|
| 95 |
+
except Exception as e:
|
| 96 |
+
rec["errors"].append(str(e))
|
| 97 |
+
mf.write(json.dumps(rec, ensure_ascii=False) + "\n")
|
| 98 |
+
mf.flush()
|
| 99 |
+
done.add(rel)
|
| 100 |
+
state["done"] = sorted(done)
|
| 101 |
+
if rec["errors"] or not rec["ok"]:
|
| 102 |
+
state.setdefault("failed", {})[rel] = rec.get("errors") or [f"status {rec.get('mirror',{}).get('status')}"]
|
| 103 |
+
if processed % 20 == 0:
|
| 104 |
+
STATE.write_text(json.dumps(state, ensure_ascii=False, indent=2), encoding="utf-8")
|
| 105 |
+
processed += 1
|
| 106 |
+
|
| 107 |
+
STATE.write_text(json.dumps(state, ensure_ascii=False, indent=2), encoding="utf-8")
|
| 108 |
+
print(f"batch done processed={processed} total_done={len(done)}")
|
| 109 |
+
|
| 110 |
+
|
| 111 |
+
if __name__ == "__main__":
|
| 112 |
+
main()
|
benchmark/MIT_Mystery_Hunt/mirror_puzzles.py
ADDED
|
@@ -0,0 +1,493 @@
|
|
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|
|
|
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|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
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|
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|
|
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|
|
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|
|
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|
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|
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|
|
|
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|
|
|
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|
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|
|
|
|
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|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/env python3
|
| 2 |
+
"""
|
| 3 |
+
Mirror MIT Mystery Hunt puzzle pages + multimedia assets.
|
| 4 |
+
|
| 5 |
+
Sources:
|
| 6 |
+
- https://devjoe.appspot.com/huntindex/index/puzzles.html (4010 indexed puzzles)
|
| 7 |
+
- https://puzzles.mit.edu/... and legacy http://web.mit.edu/puzzle/www/...
|
| 8 |
+
- local answers.tsv (1999–2016 URL↔answer)
|
| 9 |
+
|
| 10 |
+
Outputs under puzzles/:
|
| 11 |
+
puzzles/manifest.jsonl one record per puzzle
|
| 12 |
+
puzzles/by_answer.json answer → puzzle ids (best-effort)
|
| 13 |
+
puzzles/{year}/{slug}/ mirrored HTML + assets
|
| 14 |
+
puzzles/state.json resume state
|
| 15 |
+
"""
|
| 16 |
+
|
| 17 |
+
from __future__ import annotations
|
| 18 |
+
|
| 19 |
+
import hashlib
|
| 20 |
+
import json
|
| 21 |
+
import re
|
| 22 |
+
import time
|
| 23 |
+
import sys
|
| 24 |
+
from collections import defaultdict
|
| 25 |
+
from pathlib import Path
|
| 26 |
+
from urllib.parse import urljoin, urlparse, unquote
|
| 27 |
+
|
| 28 |
+
import requests
|
| 29 |
+
from requests.adapters import HTTPAdapter
|
| 30 |
+
from urllib3.util.retry import Retry
|
| 31 |
+
|
| 32 |
+
ROOT = Path(__file__).resolve().parent
|
| 33 |
+
OUT = ROOT / "puzzles"
|
| 34 |
+
STATE_PATH = OUT / "state.json"
|
| 35 |
+
MANIFEST_PATH = OUT / "manifest.jsonl"
|
| 36 |
+
BY_ANSWER_PATH = OUT / "by_answer.json"
|
| 37 |
+
HUNTINDEX = "https://devjoe.appspot.com/huntindex/index/puzzles.html"
|
| 38 |
+
UA = "agent-olympiad-mh-mirror/1.0 (+local research mirror; respectful crawl)"
|
| 39 |
+
|
| 40 |
+
ASSET_ATTR = re.compile(
|
| 41 |
+
r"""(?is)(?:src|href|poster|data-src|data-background)=["']([^"']+)["']"""
|
| 42 |
+
)
|
| 43 |
+
CSS_URL = re.compile(r"""(?is)url\(\s*['"]?([^'")]+)['"]?\s*\)""")
|
| 44 |
+
SKIP_SCHEME = ("mailto:", "javascript:", "data:", "tel:")
|
| 45 |
+
MEDIA_EXT = {
|
| 46 |
+
".png",
|
| 47 |
+
".jpg",
|
| 48 |
+
".jpeg",
|
| 49 |
+
".gif",
|
| 50 |
+
".webp",
|
| 51 |
+
".svg",
|
| 52 |
+
".bmp",
|
| 53 |
+
".ico",
|
| 54 |
+
".mp3",
|
| 55 |
+
".wav",
|
| 56 |
+
".ogg",
|
| 57 |
+
".m4a",
|
| 58 |
+
".flac",
|
| 59 |
+
".mp4",
|
| 60 |
+
".webm",
|
| 61 |
+
".mov",
|
| 62 |
+
".pdf",
|
| 63 |
+
".zip",
|
| 64 |
+
".csv",
|
| 65 |
+
".tsv",
|
| 66 |
+
".txt",
|
| 67 |
+
".json",
|
| 68 |
+
".xml",
|
| 69 |
+
".html",
|
| 70 |
+
".htm",
|
| 71 |
+
".css",
|
| 72 |
+
".js",
|
| 73 |
+
".woff",
|
| 74 |
+
".woff2",
|
| 75 |
+
".ttf",
|
| 76 |
+
".eot",
|
| 77 |
+
".mid",
|
| 78 |
+
".midi",
|
| 79 |
+
".swf",
|
| 80 |
+
}
|
| 81 |
+
|
| 82 |
+
|
| 83 |
+
def session() -> requests.Session:
|
| 84 |
+
s = requests.Session()
|
| 85 |
+
s.headers["User-Agent"] = UA
|
| 86 |
+
retry = Retry(
|
| 87 |
+
total=4,
|
| 88 |
+
backoff_factor=1.2,
|
| 89 |
+
status_forcelist=(429, 500, 502, 503, 504),
|
| 90 |
+
allowed_methods=("GET", "HEAD"),
|
| 91 |
+
)
|
| 92 |
+
s.mount("https://", HTTPAdapter(max_retries=retry))
|
| 93 |
+
s.mount("http://", HTTPAdapter(max_retries=retry))
|
| 94 |
+
return s
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
def year_from_tag(tag: str) -> int | None:
|
| 98 |
+
m = re.search(r"mit(19|20)(\d{2})", tag)
|
| 99 |
+
if not m:
|
| 100 |
+
return None
|
| 101 |
+
return int(m.group(1) + m.group(2))
|
| 102 |
+
|
| 103 |
+
|
| 104 |
+
def normalize_archive_url(url: str) -> str:
|
| 105 |
+
url = url.strip()
|
| 106 |
+
# legacy host → current archive host when path matches
|
| 107 |
+
url = url.replace("http://web.mit.edu/puzzle/www/", "https://puzzles.mit.edu/")
|
| 108 |
+
url = url.replace("https://web.mit.edu/puzzle/www/", "https://puzzles.mit.edu/")
|
| 109 |
+
# drop fragments
|
| 110 |
+
if "#" in url:
|
| 111 |
+
url = url.split("#", 1)[0]
|
| 112 |
+
return url
|
| 113 |
+
|
| 114 |
+
|
| 115 |
+
def slugify(s: str, maxlen: int = 80) -> str:
|
| 116 |
+
s = unquote(s)
|
| 117 |
+
s = re.sub(r"[^\w.\-]+", "_", s, flags=re.U).strip("_")
|
| 118 |
+
return (s or "puzzle")[:maxlen]
|
| 119 |
+
|
| 120 |
+
|
| 121 |
+
def load_state() -> dict:
|
| 122 |
+
if STATE_PATH.exists():
|
| 123 |
+
return json.loads(STATE_PATH.read_text(encoding="utf-8"))
|
| 124 |
+
return {"done_tags": [], "failed": {}, "stats": {}}
|
| 125 |
+
|
| 126 |
+
|
| 127 |
+
def save_state(state: dict) -> None:
|
| 128 |
+
OUT.mkdir(parents=True, exist_ok=True)
|
| 129 |
+
STATE_PATH.write_text(json.dumps(state, ensure_ascii=False, indent=2), encoding="utf-8")
|
| 130 |
+
|
| 131 |
+
|
| 132 |
+
def parse_huntindex(html: str) -> list[dict]:
|
| 133 |
+
# <A HREF="../puzzle/TAG" title="...">Title</A>
|
| 134 |
+
items = []
|
| 135 |
+
for m in re.finditer(
|
| 136 |
+
r'<A\s+HREF=["\']\.\./puzzle/([^"\']+)["\'][^>]*>(.*?)</A>',
|
| 137 |
+
html,
|
| 138 |
+
flags=re.I | re.S,
|
| 139 |
+
):
|
| 140 |
+
tag = m.group(1).strip()
|
| 141 |
+
title = re.sub(r"<[^>]+>", "", m.group(2)).strip()
|
| 142 |
+
title = re.sub(r"\s+", " ", title)
|
| 143 |
+
items.append({"tag": tag, "title": title, "year": year_from_tag(tag)})
|
| 144 |
+
return items
|
| 145 |
+
|
| 146 |
+
|
| 147 |
+
def extract_puzzle_and_solution_urls(index_html: str) -> tuple[str | None, str | None]:
|
| 148 |
+
hrefs = re.findall(r'href=["\']([^"\']+)["\']', index_html, flags=re.I)
|
| 149 |
+
puzzle_url = None
|
| 150 |
+
solution_url = None
|
| 151 |
+
# Prefer absolute archive links
|
| 152 |
+
candidates = []
|
| 153 |
+
for h in hrefs:
|
| 154 |
+
if h.startswith("#") or any(h.lower().startswith(s) for s in SKIP_SCHEME):
|
| 155 |
+
continue
|
| 156 |
+
if "google.com" in h or "appspot.com/huntindex" in h or "devjoe.css" in h:
|
| 157 |
+
continue
|
| 158 |
+
if h.startswith("../"):
|
| 159 |
+
continue
|
| 160 |
+
full = h
|
| 161 |
+
if "mit.edu" in h or "appspot.com/hunt" in h or h.endswith(".pdf") or h.endswith(".html"):
|
| 162 |
+
candidates.append(full)
|
| 163 |
+
# Heuristic: first non-solution archive link is puzzle; solution contains solution
|
| 164 |
+
for h in candidates:
|
| 165 |
+
hl = h.lower()
|
| 166 |
+
if "solution" in hl or "round-solution" in hl:
|
| 167 |
+
if solution_url is None:
|
| 168 |
+
solution_url = normalize_archive_url(h)
|
| 169 |
+
else:
|
| 170 |
+
if puzzle_url is None:
|
| 171 |
+
puzzle_url = normalize_archive_url(h)
|
| 172 |
+
if puzzle_url is None and candidates:
|
| 173 |
+
puzzle_url = normalize_archive_url(candidates[0])
|
| 174 |
+
return puzzle_url, solution_url
|
| 175 |
+
|
| 176 |
+
|
| 177 |
+
def is_probably_asset(url: str) -> bool:
|
| 178 |
+
path = urlparse(url).path.lower()
|
| 179 |
+
ext = Path(path).suffix
|
| 180 |
+
if ext in MEDIA_EXT:
|
| 181 |
+
return True
|
| 182 |
+
# extensionless puzzle assets sometimes exist; keep same-directory relatives always
|
| 183 |
+
return False
|
| 184 |
+
|
| 185 |
+
|
| 186 |
+
def same_site(a: str, b: str) -> bool:
|
| 187 |
+
return urlparse(a).netloc == urlparse(b).netloc
|
| 188 |
+
|
| 189 |
+
|
| 190 |
+
def collect_asset_urls(page_url: str, html: str) -> set[str]:
|
| 191 |
+
urls = set()
|
| 192 |
+
for raw in ASSET_ATTR.findall(html):
|
| 193 |
+
if any(raw.lower().startswith(s) for s in SKIP_SCHEME):
|
| 194 |
+
continue
|
| 195 |
+
absu = urljoin(page_url, raw)
|
| 196 |
+
urls.add(absu)
|
| 197 |
+
for raw in CSS_URL.findall(html):
|
| 198 |
+
if any(raw.lower().startswith(s) for s in SKIP_SCHEME):
|
| 199 |
+
continue
|
| 200 |
+
absu = urljoin(page_url, raw)
|
| 201 |
+
urls.add(absu)
|
| 202 |
+
return urls
|
| 203 |
+
|
| 204 |
+
|
| 205 |
+
def safe_local_name(url: str, default: str = "index.html") -> str:
|
| 206 |
+
path = unquote(urlparse(url).path)
|
| 207 |
+
name = Path(path).name
|
| 208 |
+
if not name or name.endswith("/"):
|
| 209 |
+
name = default
|
| 210 |
+
# query hash for cache-busted assets
|
| 211 |
+
q = urlparse(url).query
|
| 212 |
+
if q:
|
| 213 |
+
h = hashlib.md5(q.encode()).hexdigest()[:8]
|
| 214 |
+
stem = Path(name).stem
|
| 215 |
+
suf = Path(name).suffix
|
| 216 |
+
name = f"{stem}_{h}{suf}"
|
| 217 |
+
return slugify(name, 120)
|
| 218 |
+
|
| 219 |
+
|
| 220 |
+
def download_bytes(s: requests.Session, url: str, timeout: int = 90) -> tuple[int, bytes, str]:
|
| 221 |
+
r = s.get(url, timeout=timeout, allow_redirects=True)
|
| 222 |
+
ctype = r.headers.get("Content-Type", "")
|
| 223 |
+
return r.status_code, r.content, ctype
|
| 224 |
+
|
| 225 |
+
|
| 226 |
+
def mirror_page_with_assets(
|
| 227 |
+
s: requests.Session,
|
| 228 |
+
page_url: str,
|
| 229 |
+
dest_dir: Path,
|
| 230 |
+
*,
|
| 231 |
+
max_assets: int = 80,
|
| 232 |
+
delay: float = 0.15,
|
| 233 |
+
) -> dict:
|
| 234 |
+
dest_dir.mkdir(parents=True, exist_ok=True)
|
| 235 |
+
info = {"page_url": page_url, "status": None, "assets": [], "errors": []}
|
| 236 |
+
try:
|
| 237 |
+
status, content, ctype = download_bytes(s, page_url)
|
| 238 |
+
info["status"] = status
|
| 239 |
+
if status != 200:
|
| 240 |
+
info["errors"].append(f"page status {status}")
|
| 241 |
+
return info
|
| 242 |
+
# choose filename
|
| 243 |
+
path = urlparse(page_url).path
|
| 244 |
+
if path.endswith(".pdf"):
|
| 245 |
+
fname = safe_local_name(page_url, "puzzle.pdf")
|
| 246 |
+
(dest_dir / fname).write_bytes(content)
|
| 247 |
+
info["local_page"] = str(fname)
|
| 248 |
+
return info
|
| 249 |
+
html_name = "index.html"
|
| 250 |
+
if path.endswith((".html", ".htm")):
|
| 251 |
+
html_name = safe_local_name(page_url, "index.html")
|
| 252 |
+
html = content.decode("utf-8", errors="replace")
|
| 253 |
+
(dest_dir / html_name).write_text(html, encoding="utf-8")
|
| 254 |
+
info["local_page"] = html_name
|
| 255 |
+
|
| 256 |
+
assets = []
|
| 257 |
+
for u in sorted(collect_asset_urls(page_url, html)):
|
| 258 |
+
if not same_site(page_url, u) and "mit.edu" not in urlparse(u).netloc:
|
| 259 |
+
# skip third-party CDNs except mit
|
| 260 |
+
continue
|
| 261 |
+
# skip navigational parent pages / huge site chrome
|
| 262 |
+
up = urlparse(u).path.lower()
|
| 263 |
+
if up.endswith(".css") and ("_next/static" in up or up.count("/") <= 2):
|
| 264 |
+
# allow puzzle-local css; skip global site css optionally
|
| 265 |
+
pass
|
| 266 |
+
if "/_next/" in up and not any(up.endswith(ext) for ext in (".css", ".js", ".woff2", ".woff", ".png", ".jpg", ".svg")):
|
| 267 |
+
continue
|
| 268 |
+
if u.rstrip("/") == page_url.rstrip("/"):
|
| 269 |
+
continue
|
| 270 |
+
# Prefer media / same-directory assets
|
| 271 |
+
page_dir = page_url.rsplit("/", 1)[0] + "/"
|
| 272 |
+
if not (u.startswith(page_dir) or is_probably_asset(u) or "solution" in u.lower()):
|
| 273 |
+
# still allow images referenced relatively that resolved outside? keep media ext always
|
| 274 |
+
if Path(urlparse(u).path).suffix.lower() not in MEDIA_EXT:
|
| 275 |
+
continue
|
| 276 |
+
assets.append(u)
|
| 277 |
+
if len(assets) >= max_assets:
|
| 278 |
+
break
|
| 279 |
+
|
| 280 |
+
for u in assets:
|
| 281 |
+
time.sleep(delay)
|
| 282 |
+
try:
|
| 283 |
+
st, blob, _ = download_bytes(s, u)
|
| 284 |
+
if st != 200 or not blob:
|
| 285 |
+
info["errors"].append(f"asset {st} {u}")
|
| 286 |
+
continue
|
| 287 |
+
name = safe_local_name(u)
|
| 288 |
+
# avoid overwriting html
|
| 289 |
+
if name == html_name:
|
| 290 |
+
name = "asset_" + name
|
| 291 |
+
(dest_dir / name).write_bytes(blob)
|
| 292 |
+
info["assets"].append({"url": u, "local": name, "bytes": len(blob)})
|
| 293 |
+
except Exception as e:
|
| 294 |
+
info["errors"].append(f"asset err {u}: {e}")
|
| 295 |
+
except Exception as e:
|
| 296 |
+
info["errors"].append(str(e))
|
| 297 |
+
return info
|
| 298 |
+
|
| 299 |
+
|
| 300 |
+
def load_answers_tsv() -> dict[str, str]:
|
| 301 |
+
"""Map normalized archive URL path → answer."""
|
| 302 |
+
path = ROOT / "answers.tsv"
|
| 303 |
+
mapping = {}
|
| 304 |
+
if not path.exists():
|
| 305 |
+
return mapping
|
| 306 |
+
for i, line in enumerate(path.read_text(encoding="utf-8", errors="replace").splitlines()):
|
| 307 |
+
if i == 0:
|
| 308 |
+
continue
|
| 309 |
+
parts = line.split("\t")
|
| 310 |
+
if len(parts) < 2:
|
| 311 |
+
continue
|
| 312 |
+
rel, ans = parts[0].strip(), parts[1].strip()
|
| 313 |
+
if not rel:
|
| 314 |
+
continue
|
| 315 |
+
# store several key forms
|
| 316 |
+
mapping[rel] = ans
|
| 317 |
+
mapping[rel.rstrip("/")] = ans
|
| 318 |
+
mapping["/" + rel.lstrip("/")] = ans
|
| 319 |
+
return mapping
|
| 320 |
+
|
| 321 |
+
|
| 322 |
+
def answer_from_url(url: str, tsv_map: dict[str, str]) -> str | None:
|
| 323 |
+
p = urlparse(url).path.lstrip("/")
|
| 324 |
+
for key in (p, p.rstrip("/"), p + "/", p.rstrip("/") + "/"):
|
| 325 |
+
if key in tsv_map:
|
| 326 |
+
return tsv_map[key]
|
| 327 |
+
# try without trailing index.html
|
| 328 |
+
if p.endswith(".html"):
|
| 329 |
+
parent = str(Path(p).parent).replace("\\", "/")
|
| 330 |
+
if parent in tsv_map:
|
| 331 |
+
return tsv_map[parent]
|
| 332 |
+
return None
|
| 333 |
+
|
| 334 |
+
|
| 335 |
+
def extract_answer_from_solution_html(html: str) -> str | None:
|
| 336 |
+
# common patterns
|
| 337 |
+
patterns = [
|
| 338 |
+
r"(?is)Answer\s*[:：]\s*</?\w*>\s*([A-Z0-9][A-Z0-9 '\-]{1,80})",
|
| 339 |
+
r"(?is)Answer\s*[:：]\s*([A-Z0-9][A-Z0-9 '\-]{1,80})",
|
| 340 |
+
r"(?is)<[^>]*class=[\"'][^\"']*answer[^\"']*[\"'][^>]*>\s*([A-Z0-9][A-Z0-9 '\-]{1,80})",
|
| 341 |
+
]
|
| 342 |
+
text = re.sub(r"<script[\s\S]*?</script>", " ", html)
|
| 343 |
+
for pat in patterns:
|
| 344 |
+
m = re.search(pat, text)
|
| 345 |
+
if m:
|
| 346 |
+
ans = re.sub(r"\s+", " ", m.group(1)).strip(" .:;-")
|
| 347 |
+
if 1 < len(ans) < 80:
|
| 348 |
+
return ans.upper()
|
| 349 |
+
return None
|
| 350 |
+
|
| 351 |
+
|
| 352 |
+
def main():
|
| 353 |
+
sys.stdout.reconfigure(encoding="utf-8")
|
| 354 |
+
OUT.mkdir(parents=True, exist_ok=True)
|
| 355 |
+
s = session()
|
| 356 |
+
state = load_state()
|
| 357 |
+
done = set(state.get("done_tags", []))
|
| 358 |
+
|
| 359 |
+
print("Fetching huntindex…")
|
| 360 |
+
r = s.get(HUNTINDEX, timeout=120)
|
| 361 |
+
r.raise_for_status()
|
| 362 |
+
(OUT / "_huntindex_puzzles.html").write_bytes(r.content)
|
| 363 |
+
catalog = parse_huntindex(r.text)
|
| 364 |
+
print(f"Catalog: {len(catalog)} puzzles")
|
| 365 |
+
|
| 366 |
+
tsv_map = load_answers_tsv()
|
| 367 |
+
print(f"answers.tsv mappings: {len(tsv_map)}")
|
| 368 |
+
|
| 369 |
+
# optional limit via argv
|
| 370 |
+
limit = None
|
| 371 |
+
if len(sys.argv) > 1 and sys.argv[1].isdigit():
|
| 372 |
+
limit = int(sys.argv[1])
|
| 373 |
+
print(f"Limiting to first {limit} not-yet-done puzzles")
|
| 374 |
+
|
| 375 |
+
# append-only manifest
|
| 376 |
+
man_f = MANIFEST_PATH.open("a", encoding="utf-8")
|
| 377 |
+
|
| 378 |
+
processed = 0
|
| 379 |
+
for i, item in enumerate(catalog):
|
| 380 |
+
tag = item["tag"]
|
| 381 |
+
if tag in done:
|
| 382 |
+
continue
|
| 383 |
+
if limit is not None and processed >= limit:
|
| 384 |
+
break
|
| 385 |
+
|
| 386 |
+
year = item.get("year") or 0
|
| 387 |
+
title = item.get("title") or tag
|
| 388 |
+
print(f"[{i+1}/{len(catalog)}] {tag} :: {title[:60]}")
|
| 389 |
+
|
| 390 |
+
idx_url = f"https://devjoe.appspot.com/huntindex/puzzle/{tag}"
|
| 391 |
+
rec = {
|
| 392 |
+
"tag": tag,
|
| 393 |
+
"title": title,
|
| 394 |
+
"year": year,
|
| 395 |
+
"huntindex_url": idx_url,
|
| 396 |
+
"puzzle_url": None,
|
| 397 |
+
"solution_url": None,
|
| 398 |
+
"answer_tsv": None,
|
| 399 |
+
"answer_solution": None,
|
| 400 |
+
"local_dir": None,
|
| 401 |
+
"ok": False,
|
| 402 |
+
"errors": [],
|
| 403 |
+
}
|
| 404 |
+
try:
|
| 405 |
+
time.sleep(0.2)
|
| 406 |
+
ir = s.get(idx_url, timeout=60)
|
| 407 |
+
if ir.status_code != 200:
|
| 408 |
+
rec["errors"].append(f"huntindex {ir.status_code}")
|
| 409 |
+
else:
|
| 410 |
+
puzzle_url, solution_url = extract_puzzle_and_solution_urls(ir.text)
|
| 411 |
+
rec["puzzle_url"] = puzzle_url
|
| 412 |
+
rec["solution_url"] = solution_url
|
| 413 |
+
if not puzzle_url:
|
| 414 |
+
rec["errors"].append("no puzzle url on huntindex page")
|
| 415 |
+
else:
|
| 416 |
+
slug = slugify(f"{tag}_{title}")
|
| 417 |
+
dest = OUT / str(year or "unknown") / slug
|
| 418 |
+
rec["local_dir"] = str(dest.relative_to(ROOT)).replace("\\", "/")
|
| 419 |
+
minfo = mirror_page_with_assets(s, puzzle_url, dest)
|
| 420 |
+
rec["mirror"] = {
|
| 421 |
+
"status": minfo.get("status"),
|
| 422 |
+
"local_page": minfo.get("local_page"),
|
| 423 |
+
"asset_count": len(minfo.get("assets", [])),
|
| 424 |
+
"errors": minfo.get("errors", [])[:10],
|
| 425 |
+
}
|
| 426 |
+
rec["answer_tsv"] = answer_from_url(puzzle_url, tsv_map)
|
| 427 |
+
# solution page for answer extraction + optional mirror
|
| 428 |
+
if solution_url:
|
| 429 |
+
time.sleep(0.15)
|
| 430 |
+
try:
|
| 431 |
+
st, blob, ctype = download_bytes(s, solution_url)
|
| 432 |
+
if st == 200 and blob:
|
| 433 |
+
sol_name = "solution.html"
|
| 434 |
+
if solution_url.lower().endswith(".pdf"):
|
| 435 |
+
sol_name = "solution.pdf"
|
| 436 |
+
(dest / sol_name).write_bytes(blob)
|
| 437 |
+
else:
|
| 438 |
+
html = blob.decode("utf-8", errors="replace")
|
| 439 |
+
(dest / sol_name).write_text(html, encoding="utf-8")
|
| 440 |
+
rec["answer_solution"] = extract_answer_from_solution_html(html)
|
| 441 |
+
# also pull a few solution assets
|
| 442 |
+
mirror_page_with_assets(s, solution_url, dest / "_solution_assets", max_assets=30)
|
| 443 |
+
rec["solution_local"] = sol_name
|
| 444 |
+
except Exception as e:
|
| 445 |
+
rec["errors"].append(f"solution: {e}")
|
| 446 |
+
rec["ok"] = minfo.get("status") == 200
|
| 447 |
+
except Exception as e:
|
| 448 |
+
rec["errors"].append(str(e))
|
| 449 |
+
|
| 450 |
+
man_f.write(json.dumps(rec, ensure_ascii=False) + "\n")
|
| 451 |
+
man_f.flush()
|
| 452 |
+
done.add(tag)
|
| 453 |
+
state["done_tags"] = sorted(done)
|
| 454 |
+
if rec["errors"]:
|
| 455 |
+
state.setdefault("failed", {})[tag] = rec["errors"][:5]
|
| 456 |
+
state["stats"] = {
|
| 457 |
+
"done": len(done),
|
| 458 |
+
"catalog": len(catalog),
|
| 459 |
+
"last_tag": tag,
|
| 460 |
+
}
|
| 461 |
+
if processed % 10 == 0:
|
| 462 |
+
save_state(state)
|
| 463 |
+
processed += 1
|
| 464 |
+
|
| 465 |
+
man_f.close()
|
| 466 |
+
save_state(state)
|
| 467 |
+
|
| 468 |
+
# Build by_answer index from manifest
|
| 469 |
+
by_answer: dict[str, list] = defaultdict(list)
|
| 470 |
+
if MANIFEST_PATH.exists():
|
| 471 |
+
for line in MANIFEST_PATH.read_text(encoding="utf-8").splitlines():
|
| 472 |
+
if not line.strip():
|
| 473 |
+
continue
|
| 474 |
+
rec = json.loads(line)
|
| 475 |
+
for key in ("answer_tsv", "answer_solution"):
|
| 476 |
+
ans = rec.get(key)
|
| 477 |
+
if ans:
|
| 478 |
+
by_answer[ans].append(
|
| 479 |
+
{
|
| 480 |
+
"tag": rec.get("tag"),
|
| 481 |
+
"title": rec.get("title"),
|
| 482 |
+
"year": rec.get("year"),
|
| 483 |
+
"local_dir": rec.get("local_dir"),
|
| 484 |
+
"puzzle_url": rec.get("puzzle_url"),
|
| 485 |
+
"source": key,
|
| 486 |
+
}
|
| 487 |
+
)
|
| 488 |
+
BY_ANSWER_PATH.write_text(json.dumps(by_answer, ensure_ascii=False, indent=2), encoding="utf-8")
|
| 489 |
+
print(f"Done batch. processed={processed} total_done={len(done)} by_answer_keys={len(by_answer)}")
|
| 490 |
+
|
| 491 |
+
|
| 492 |
+
if __name__ == "__main__":
|
| 493 |
+
main()
|
benchmark/MLAgentBench/LICENSE
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
MIT License
|
| 2 |
+
|
| 3 |
+
Copyright (c) [year] [fullname]
|
| 4 |
+
|
| 5 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
| 6 |
+
of this software and associated documentation files (the "Software"), to deal
|
| 7 |
+
in the Software without restriction, including without limitation the rights
|
| 8 |
+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
| 9 |
+
copies of the Software, and to permit persons to whom the Software is
|
| 10 |
+
furnished to do so, subject to the following conditions:
|
| 11 |
+
|
| 12 |
+
The above copyright notice and this permission notice shall be included in all
|
| 13 |
+
copies or substantial portions of the Software.
|
| 14 |
+
|
| 15 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 16 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
| 17 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
| 18 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
| 19 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
| 20 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
| 21 |
+
SOFTWARE.
|
benchmark/MLAgentBench/SOURCE_README.md
ADDED
|
@@ -0,0 +1,138 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
|
| 2 |
+
|
| 3 |
+
MLAgentBench is a suite of end-to-end Machine Learning (ML) experimentation tasks for benchmarking AI agents, where the agent aims to take a given
|
| 4 |
+
dataset and a machine learning task description and autonomously develop or improve an ML model. Paper: https://arxiv.org/abs/2310.03302
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
Our AI agent in action on MLAgentBench:
|
| 8 |
+
[](https://youtu.be/s9NANrjLEZs)
|
| 9 |
+
|
| 10 |
+
Each task is an interactive environment that directly resembles what human researchers see,
|
| 11 |
+
where an agent can read available files, run multiple experiments on a compute cluster, and analyze results to achieve the specified research goal.
|
| 12 |
+
Specifically, we include 13 diverse ML engineering tasks,
|
| 13 |
+
achievable by trying different machine learning methods, data processing, architectures, training processes, etc:
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
# Setup
|
| 18 |
+
|
| 19 |
+
The MLAgentBench package can be installed with
|
| 20 |
+
```
|
| 21 |
+
pip install -e .
|
| 22 |
+
```
|
| 23 |
+
|
| 24 |
+
Install dependencies with python 3.10 by running
|
| 25 |
+
```
|
| 26 |
+
bash install.sh
|
| 27 |
+
```
|
| 28 |
+
or use our [docker image](https://hub.docker.com/layers/qhwang123/researchassistant/latest/images/sha256-6b3690a13ba44fd089086e9860a298ed49a179d9a04a5406c0df074569a3aabe?context=repo). Since agent will modify and execute files, we recommend running experiments within sandboxes such as docker container.
|
| 29 |
+
For docker, use the following instructions:
|
| 30 |
+
1. Pull the docker image:
|
| 31 |
+
```
|
| 32 |
+
docker pull qhwang123/researchassistant:latest
|
| 33 |
+
```
|
| 34 |
+
2. Run the docker container from the image, mounting the current directory to `/MLAgentBench` inside the container with root user permissions to install other packages:
|
| 35 |
+
- On Windows PowerShell
|
| 36 |
+
```
|
| 37 |
+
docker run -it --user root -v ${PWD}:/MLAgentBench -w /MLAgentBench qhwang123/researchassistant:latest
|
| 38 |
+
```
|
| 39 |
+
- On Mac or Linux
|
| 40 |
+
```
|
| 41 |
+
docker run -it --user root -v "$(pwd)":/MLAgentBench -w /MLAgentBench qhwang123/researchassistant:latest
|
| 42 |
+
```
|
| 43 |
+
|
| 44 |
+
Each dataset will be prepared when it is run the first time. You can also prepare them beforehand with
|
| 45 |
+
```
|
| 46 |
+
python -u -m MLAgentBench.prepare_task <task_name> $(which python)
|
| 47 |
+
```
|
| 48 |
+
For Kaggle datasets, you need to set up Kaggle API and authentication (~/.kaggle/kaggle.json) as described [here](https://www.kaggle.com/docs/api). You may also need to provide manual consent to the rules of specific competitions by following the prompts. For docker, use the following instructions:
|
| 49 |
+
1. Ensure that you have ".kaggle/kaggle.json" with your API credentials in the MLAgentBench root folder.
|
| 50 |
+
2. Once your container is mounted (instructions above), run
|
| 51 |
+
```
|
| 52 |
+
export KAGGLE_CONFIG_DIR=/MLAgentBench/.kaggle
|
| 53 |
+
pip install kaggle
|
| 54 |
+
sudo apt-get install unzip
|
| 55 |
+
```
|
| 56 |
+
|
| 57 |
+
Finally, put API keys under the root directory of this repo (or wherever you run scripts from). Currently, we support OpenAI (openai_api_key.txt in the format of organization:APIkey), Claude (claude_api_key.txt), and CRFM API (crfm_api_key.txt). To use an AutoGPT agent, setup the directory as described [here](https://docs.agpt.co/setup/).
|
| 58 |
+
|
| 59 |
+
Update: We support gemini pro and huggingface now! To run gemini, fill in PROJECT_ID in LLM.py to your project id. To run huggingface, specifiy model as huggingface/<org name>/<model name>.
|
| 60 |
+
|
| 61 |
+
# Quick Start
|
| 62 |
+
|
| 63 |
+
To run our research agent on cifar10 task with openai API using gpt-4 and gpt-3.5-turbo:
|
| 64 |
+
|
| 65 |
+
```
|
| 66 |
+
python -u -m MLAgentBench.runner --python $(which python) --task cifar10 --device 0 --log-dir first_test --work-dir workspace --llm-name gpt-4 --edit-script-llm-name gpt-4 --fast-llm-name gpt-3.5-turbo > first_test/log 2>&1
|
| 67 |
+
```
|
| 68 |
+
|
| 69 |
+
Note: capturing log is necessary for oom error etc runtime error detection.
|
| 70 |
+
|
| 71 |
+
This will produce logs in `first_test` directory with the following structure
|
| 72 |
+
```
|
| 73 |
+
first_test/
|
| 74 |
+
agent_log/
|
| 75 |
+
main_log # main log showing agent's research process
|
| 76 |
+
agent_*.json # saved agent states
|
| 77 |
+
...
|
| 78 |
+
env_log/
|
| 79 |
+
tool_logs/
|
| 80 |
+
traces/ # snap shots of the agent workspace
|
| 81 |
+
trace.json # interaction trace of the agent
|
| 82 |
+
overall_time.txt # overall time
|
| 83 |
+
error.txt # will be generated if there is a system error
|
| 84 |
+
```
|
| 85 |
+
|
| 86 |
+
If llm names are not specified in the args, we use claude-v1 model by default for all LLM calls. See example logs with GPT-4 over cifar10 [here](https://drive.google.com/drive/folders/1Ozy_zKYdvwcSq3EFnkaudgUXKJmBwQ5t?usp=drive_link).
|
| 87 |
+
|
| 88 |
+
# Evaluation
|
| 89 |
+
|
| 90 |
+
To run evaluation:
|
| 91 |
+
```
|
| 92 |
+
python -m MLAgentBench.eval --log-folder <log_folder> --task <task_name> --output-file <output_name>
|
| 93 |
+
```
|
| 94 |
+
|
| 95 |
+
This will evaluate all runs under <log_folder> as a json.
|
| 96 |
+
|
| 97 |
+
To run baseline, run the trivial policy of directly running train.py then submit with ``--agent_type Agent`` as in baseline.sh:
|
| 98 |
+
|
| 99 |
+
```
|
| 100 |
+
python -u -m MLAgentBench.runner --python $(which python) --task cifar10 --device 0 --log-dir first_test --work-dir workspace --agent_type Agent
|
| 101 |
+
```
|
| 102 |
+
|
| 103 |
+
Finally, to reproduce plots with jsons genereated, run plot.py in MLAgentBench.
|
| 104 |
+
|
| 105 |
+
# Workflow
|
| 106 |
+
|
| 107 |
+
To run the benchmark systematically, we recommend the following workflow:
|
| 108 |
+
|
| 109 |
+
1. Run parallel experiments over different tasks and different agents using `run_experiments.sh`. This will generate log folders in structure of final_exp_logs/<model_name>/<run_timestamp>/...
|
| 110 |
+
2. Run baseline.sh on all tasks to provide baselines.
|
| 111 |
+
2. Run eval.sh with properly specified models and tasks to generate evaluation jsons, including baselines.
|
| 112 |
+
3. Use plot.py in MLAgentBench to analyze the results. Note you need to fix some paths and names in the file as marked with TODO.
|
| 113 |
+
|
| 114 |
+
# Tasks
|
| 115 |
+
|
| 116 |
+
Each task is a folder in `MLAgentBench/benchmarks/`, under which the `env/` folder contains files that the research agent will see at the beginning, and `script/` folder contains additional hidden files such as `prepare.py` for downloading data and `eval.py` for evaluation.
|
| 117 |
+
|
| 118 |
+
# Agents
|
| 119 |
+
|
| 120 |
+
We currently support variants of our research agent along with langchain and autogpt agents. See `run_experiments.sh` for their commands.
|
| 121 |
+
|
| 122 |
+
# Results
|
| 123 |
+
Success Rate, i.e. the percentages of runs that achieve more than 10% improvement at the
|
| 124 |
+
last step over the average performance of the baseline in starter code:
|
| 125 |
+
|
| 126 |
+
|
| 127 |
+
|
| 128 |
+
|
| 129 |
+
Average Improvement over the baseline in starter code among the runs that made a valid
|
| 130 |
+
submission at the last step:
|
| 131 |
+
|
| 132 |
+
|
| 133 |
+
See all logs here: https://github.com/q-hwang/MLAgentBench_logs
|
| 134 |
+
|
| 135 |
+
# Interactive Mode (Under construction)
|
| 136 |
+
|
| 137 |
+
You can also specify tasks interactively to the research agent by running `research_agent_interactive.sh`, or ideally as a vscode extension.
|
| 138 |
+
|
benchmark/MLE-bench/README.md
ADDED
|
@@ -0,0 +1,304 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1 |
+
# MLE-bench
|
| 2 |
+
|
| 3 |
+
Code for the paper ["MLE-Bench: Evaluating Machine Learning Agents on Machine Learning Engineering"](https://arxiv.org/abs/2410.07095). We have released the code used to construct the dataset, the evaluation logic, as well as the agents we evaluated for this benchmark.
|
| 4 |
+
|
| 5 |
+
## Leaderboard
|
| 6 |
+
*Update* (04-24-2026): We are currently not taking any new submissions to the leaderboard while we develop an improved process for ensuring submissions are fair and comparable. We will share updates on this process in the future.
|
| 7 |
+
|
| 8 |
+
| Agent | LLM(s) used | Low == Lite (%) | Medium (%) | High (%) | All (%) | Running Time (hours) | Date | Source Code Available | Grading Reports Available |
|
| 9 |
+
|-------|-------------|-----------------|------------|----------|---------|----------------------|------|----------------------|---------------------------|
|
| 10 |
+
| [Famou-Agent 2.0](https://github.com/baidubce/FM-Agent) | Gemini-3-Pro-Preview | 80.3 ± 1.52 | 64.04 ± 2.32 | 42.22 ± 2.22 | 64.44 ± 1.18 | 24 | 2026-02-23 | X | ✓ |
|
| 11 |
+
| [AIBuildAI](https://github.com/aibuildai/AI-Build-AI) | Claude-Opus-4.6 | 77.27 ± 0.00 | 61.40 ± 0.88 | 46.67 ± 0.00 | 63.11 ± 0.44 | 24 | 2026-03-06 | X | ✓ |
|
| 12 |
+
| [CAIR](https://research.google/teams/cloud-ai-research/) [MARS+](https://arxiv.org/pdf/2602.02660) | Gemini-3-Pro-Preview | 78.79 ± 1.52 | 60.53 ± 1.52 | 44.44 ± 2.22 | 62.67 ± 0.77 | 24 | 2026-02-17 | X | ✓ |
|
| 13 |
+
| [MLEvolve](https://github.com/InternScience/MLEvolve) | Gemini-3-Pro-Preview | 80.30 ± 1.52 | 57.89 ± 1.52 | 42.22 ± 2.22 | 61.33 ± 1.33 | 12 | 2026-02-14 | ✓ | ✓ |
|
| 14 |
+
| [PiEvolve](https://github.com/FractalAIResearchLabs/PiEvolve)<br>(Fractal AI Research) | Gemini-3-Pro-Preview[^4] | 80.30 ± 1.52[^3] | 58.77 ± 0.88[^3] | 40.0 ± 0.00[^3] | 61.33 ± 0.77[^3] | 24 | 2026-01-05 | X | ✓ |
|
| 15 |
+
| [Famou-Agent 2.0](https://github.com/baidubce/FM-Agent) | Gemini-2.5-Pro | 75.76 ± 1.52 | 57.89 ± 1.52 | 40.00 ± 0.00 | 59.56 ± 0.89 | 24 | 2025-12-27 | X | ✓ |
|
| 16 |
+
| [ML-Master 2.0](https://github.com/sjtu-sai-agents/ML-Master) | Deepseek-V3.2-Speciale | 75.76 ± 1.51 | 50.88 ± 3.51 | 42.22 ± 2.22 | 56.44 ± 2.47 | 24 | 2025-12-16 | X | ✓ |
|
| 17 |
+
| [CAIR](https://research.google/teams/cloud-ai-research/) [MARS](https://arxiv.org/pdf/2602.02660) | Gemini-3-Pro-Preview | 74.24 ± 1.52 | 52.63 ± 3.04 | 37.78 ± 2.22 | 56.0 ± 1.54 | 24 | 2026-01-25 | X | ✓ |
|
| 18 |
+
| [PiEvolve](https://github.com/FractalAIResearchLabs/PiEvolve)<br>(Fractal AI Research) | Gemini-3-Pro-Preview[^4] | 74.24 ± 3.03[^3] | 45.61 ± 0.88[^3] | 35.55 ± 2.22[^3] | 52.0 ± 0.77[^3] | 12 | 2026-01-05 | X | ✓ |
|
| 19 |
+
| [Leeroo](https://github.com/Leeroo-AI/kapso) | Gemini-3-Pro-Preview[^4] | 68.18 ± 2.62[^3] | 44.74 ± 1.52[^3] | 40.00 ± 0.00[^3] | 50.67 ± 1.33[^3] | 24 | 2025-12-07 | ✓ | ✓ |
|
| 20 |
+
| [Thesis](https://thesislabs.ai) | gpt-5-codex | 65.15 ± 1.52 | 45.61 ± 7.18 | 31.11 ± 2.22 | 48.44 ± 3.64 | 24 | 2025-11-10 | X | ✓ |
|
| 21 |
+
| [CAIR](https://research.google/teams/cloud-ai-research/) MLE-STAR-Pro-1.5 | Gemini-2.5-Pro | 68.18 ± 2.62 | 34.21 ± 1.52 | 33.33 ± 0.00 | 44.00 ± 1.33 | 24 | 2025-11-25 | X | ✓ |
|
| 22 |
+
| [Famou-Agent](https://github.com/baidubce/FM-Agent) | Gemini-2.5-Pro | 62.12 ± 1.52 | 36.84 ± 1.52 | 33.33 ± 0.00 | 43.56 ± 0.89 | 24 | 2025-10-10 | X | ✓ |
|
| 23 |
+
| [Operand](https://operand.com) ensemble | gpt-5 (low verbosity/effort)[^2] | 63.64 ± 0.00 | 33.33 ± 0.88[^3] | 20.00 ± 0.00[^3] | 39.56 ± 0.44[^3] | 24 | 2025-10-06 | X | ✓ |
|
| 24 |
+
| [CAIR](https://research.google/teams/cloud-ai-research/) MLE-STAR-Pro-1.0 | Gemini-2.5-Pro | 66.67 ± 1.52 | 25.44 ± 0.88 | 31.11 ± 2.22 | 38.67 ± 0.77 | 12 | 2025-11-03 | X | ✓ |
|
| 25 |
+
| [InternAgent](https://github.com/Alpha-Innovator/InternAgent/) | deepseek-r1 | 62.12 ± 3.03 | 26.32 ± 2.63 | 24.44 ± 2.22 | 36.44 ± 1.18 | 12 | 2025-09-12 | X | ✓ |
|
| 26 |
+
| [R&D-Agent](https://github.com/microsoft/RD-Agent) | gpt-5 | 68.18 ± 2.62 | 21.05 ± 1.52 | 22.22 ± 2.22 | 35.11 ± 0.44 | 12 | 2025-09-26 | ✓ | ✓ |
|
| 27 |
+
| [Neo](https://heyneo.so/) multi-agent | undisclosed | 48.48 ± 1.52 | 29.82 ± 2.32 | 24.44 ± 2.22 | 34.22 ± 0.89 | 36 | 2025-07-28 | X | ✓ |
|
| 28 |
+
| [AIRA-dojo](https://github.com/facebookresearch/aira-dojo/) | o3 | 55.00 ± 1.47 | 21.97 ± 1.17 | 21.67 ± 1.07 | 31.60 ± 0.82 | 24 | 2025-05-15 | ✓ | ✓ |
|
| 29 |
+
| [R&D-Agent](https://github.com/microsoft/RD-Agent) | o3 + GPT-4.1 | 51.52 ± 4.01 | 19.30 ± 3.16 | 26.67 ± 0.00 | 30.22 ± 0.89 | 24 | 2025-08-15 | ✓ | ✓ |
|
| 30 |
+
| [ML-Master](https://github.com/zeroxleo/ML-Master) | deepseek-r1 | 48.48 ± 1.52 | 20.18 ± 2.32 | 24.44 ± 2.22 | 29.33 ± 0.77 | 12 | 2025-06-17 | ✓ | ✓ |
|
| 31 |
+
| [R&D-Agent](https://github.com/microsoft/RD-Agent) | o1-preview | 48.18 ± 1.11 | 8.95 ± 1.05 | 18.67 ± 1.33 | 22.40 ± 0.50 | 24 | 2025-05-14 | ✓ | ✓ |
|
| 32 |
+
| [AIDE](https://github.com/wecoai/aideml) | o1-preview | 35.91 ± 1.86 | 8.45 ± 0.43 | 11.67 ± 1.27 | 17.12 ± 0.61 | 24 | 2024-10-08 | ✓ | ✓ |
|
| 33 |
+
| [AIDE](https://github.com/wecoai/aideml) | gpt-4o-2024-08-06 | 18.55 ± 1.26 | 3.06 ± 0.33 | 8.15 ± 0.84 | 8.63 ± 0.54 | 24 | 2024-10-08 | ✓ | ✓ |
|
| 34 |
+
| [AIDE](https://github.com/wecoai/aideml) | claude-3-5-sonnet-20240620 | 19.70 ± 1.52 | 2.63 ± 1.52 | 2.22 ± 2.22 | 7.56 ± 1.60 | 24 | 2024-10-08 | ✓ | ✓ |
|
| 35 |
+
| OpenHands | gpt-4o-2024-08-06 | 12.12 ± 1.52 | 1.75 ± 0.88 | 2.22 ± 2.22 | 4.89 ± 0.44 | 24 | 2024-10-08 | ✓ | ✓ |
|
| 36 |
+
| [AIDE](https://github.com/wecoai/aideml) | llama-3.1-405b-instruct | 10.23 ± 1.14 | 0.66 ± 0.66 | 0.00 ± 0.00 | 3.33 ± 0.38 | 24 | 2024-10-08 | ✓ | ✓ |
|
| 37 |
+
| MLAB | gpt-4o-2024-08-06 | 4.55 ± 0.86 | 0.00 ± 0.00 | 0.00 ± 0.00 | 1.60 ± 0.27 | 24 | 2024-10-08 | ✓ | ✓ |
|
| 38 |
+
|
| 39 |
+
### Additional Leaderboard Submissions
|
| 40 |
+
|
| 41 |
+
Additional submissions that are not directly comparable to the main leaderboard (see `Notes` column).
|
| 42 |
+
|
| 43 |
+
| Agent | LLM(s) used | Low == Lite (%) | Medium (%) | High (%) | All (%) | Running Time (hours) | Date | Notes | Source Code Available | Grading Reports Available |
|
| 44 |
+
|-------|-------------|-----------------|------------|----------|---------|----------------------|------|-------|----------------------|---------------------------|
|
| 45 |
+
| [Disarray](https://disarray.ai) | Ensemble (Claude-Opus-4.5, Claude-Sonnet-4.5, GPT-5.2-Codex, Gemini-3-Pro-Preview) | 90.91 ± 0.00 | 72.81 ± 0.88 | 71.11 ± 2.22 | 77.78 ± 0.44 | 24 | 2026-02-03 | [Test-set feedback](https://github.com/openai/mle-bench/pull/118) | X | ✓ |
|
| 46 |
+
| [LoongFlow](https://github.com/baidu-baige/LoongFlow) | Gemini-3-Flash-Preview | 77.27 ± 0.0[^3] | 63.15 ± 1.51[^3] | 40.0 ± 0.00[^3] | 62.66 ± 0.76[^3] | 24 | 2026-02-09 | [Test-set feedback](https://github.com/openai/mle-bench/pull/119) | ✓ | ✓ |
|
| 47 |
+
|
| 48 |
+
[^2]: With some light assistance from an ensemble of models including
|
| 49 |
+
Gemini-2.5-Pro, Grok-4, and Claude 4.1 Opus, distilled by Gemini-2.5-Pro.
|
| 50 |
+
[^3]: Computed by padding incomplete seeds with failing scores.
|
| 51 |
+
[^4]: The architecture is primarily driven by Gemini-3-Pro-Preview, with a subset of modules utilizing GPT-5 and GPT-5-mini.
|
| 52 |
+
|
| 53 |
+
### Producing Scores for the Leaderboard
|
| 54 |
+
|
| 55 |
+
To produce the scores for the leaderboard, please organize your grading reports
|
| 56 |
+
in the `runs/` folder organized by run groups, with one grading report per run
|
| 57 |
+
group. Identify the run groups for your submission in
|
| 58 |
+
`runs/run_group_experiments.csv` with an experiment id. Then run
|
| 59 |
+
|
| 60 |
+
```bash
|
| 61 |
+
uv run python experiments/aggregate_grading_reports.py --experiment-id <exp_id> --split low
|
| 62 |
+
uv run python experiments/aggregate_grading_reports.py --experiment-id <exp_id> --split medium
|
| 63 |
+
uv run python experiments/aggregate_grading_reports.py --experiment-id <exp_id> --split high
|
| 64 |
+
uv run python experiments/aggregate_grading_reports.py --experiment-id <exp_id> --split split75
|
| 65 |
+
```
|
| 66 |
+
|
| 67 |
+
Report the mean and standard error of the mean (SEM) for each of the splits on
|
| 68 |
+
the reported `any_medal_percentage` metric. The `--split75` flag corresponds to
|
| 69 |
+
the `All (%)` column.
|
| 70 |
+
|
| 71 |
+
## Benchmarking
|
| 72 |
+
|
| 73 |
+
This section describes a canonical setup for comparing scores on MLE-bench. We recommend the following:
|
| 74 |
+
- Repeat each evaluation with at least 3 seeds and report the Any Medal (%) score as the mean ± one standard error of the mean. The evaluation (task and grading) itself is deterministic, but agents/LLMs can be quite high-variance!
|
| 75 |
+
- Agent resources - not a strict requirement of the benchmark but please report if you stray from these defaults!
|
| 76 |
+
- Runtime: 24 hours
|
| 77 |
+
- Compute: 36 vCPUs with 440GB RAM and one 24GB A10 GPU
|
| 78 |
+
- Include a breakdown of your scores across Low, Medium, High, and All complexity [splits](experiments/splits) (see *Lite evaluation* below for why this is useful).
|
| 79 |
+
|
| 80 |
+
### Lite Evaluation
|
| 81 |
+
|
| 82 |
+
Evaluating agents with the above settings on the full 75 competitions of MLE-bench can be expensive. For users preferring a "lite" version of the benchmark, we recommend using the [Low complexity split](https://github.com/openai/mle-bench/blob/main/experiments/splits/low.txt) of our dataset, which consists of only 22 competitions. This reduces the number of runs substantially, while still allowing fair comparison along one column of the table above.
|
| 83 |
+
|
| 84 |
+
Furthermore, the Low complexity competitions tend to be significantly more lightweight (158GB total dataset size compared to 3.3TB for the full set), so users may additionally consider reducing the runtime or compute resources available to the agents for further cost reduction. However, note that doing so risks degrading the performance of your agent. For example, see [Section 3.3 and 3.4 of our paper](https://arxiv.org/abs/2410.07095) where we have experimented with varying resources on the full competition set.
|
| 85 |
+
|
| 86 |
+
The Lite dataset contains the following competitions:
|
| 87 |
+
|
| 88 |
+
| Competition ID | Category | Dataset Size (GB) |
|
| 89 |
+
|---------------------------------------------|----------------------------|--------------------|
|
| 90 |
+
| aerial-cactus-identification | Image Classification | 0.0254 |
|
| 91 |
+
| aptos2019-blindness-detection | Image Classification | 10.22 |
|
| 92 |
+
| denoising-dirty-documents | Image To Image | 0.06 |
|
| 93 |
+
| detecting-insults-in-social-commentary | Text Classification | 0.002 |
|
| 94 |
+
| dog-breed-identification | Image Classification | 0.75 |
|
| 95 |
+
| dogs-vs-cats-redux-kernels-edition | Image Classification | 0.85 |
|
| 96 |
+
| histopathologic-cancer-detection | Image Regression | 7.76 |
|
| 97 |
+
| jigsaw-toxic-comment-classification-challenge | Text Classification | 0.06 |
|
| 98 |
+
| leaf-classification | Image Classification | 0.036 |
|
| 99 |
+
| mlsp-2013-birds | Audio Classification | 0.5851 |
|
| 100 |
+
| new-york-city-taxi-fare-prediction | Tabular | 5.7 |
|
| 101 |
+
| nomad2018-predict-transparent-conductors | Tabular | 0.00624 |
|
| 102 |
+
| plant-pathology-2020-fgvc7 | Image Classification | 0.8 |
|
| 103 |
+
| random-acts-of-pizza | Text Classification | 0.003 |
|
| 104 |
+
| ranzcr-clip-catheter-line-classification | Image Classification | 13.13 |
|
| 105 |
+
| siim-isic-melanoma-classification | Image Classification | 116.16 |
|
| 106 |
+
| spooky-author-identification | Text Classification | 0.0019 |
|
| 107 |
+
| tabular-playground-series-dec-2021 | Tabular | 0.7 |
|
| 108 |
+
| tabular-playground-series-may-2022 | Tabular | 0.57 |
|
| 109 |
+
| text-normalization-challenge-english-language | Seq->Seq | 0.01 |
|
| 110 |
+
| text-normalization-challenge-russian-language | Seq->Seq | 0.01 |
|
| 111 |
+
| the-icml-2013-whale-challenge-right-whale-redux | Audio Classification | 0.29314 |
|
| 112 |
+
|
| 113 |
+
## Setup
|
| 114 |
+
|
| 115 |
+
Some MLE-bench competition data is stored using [Git-LFS](https://git-lfs.com/).
|
| 116 |
+
Once you have downloaded and installed LFS, run:
|
| 117 |
+
|
| 118 |
+
```console
|
| 119 |
+
git lfs fetch --all
|
| 120 |
+
git lfs pull
|
| 121 |
+
```
|
| 122 |
+
|
| 123 |
+
You can install `mlebench` with pip:
|
| 124 |
+
|
| 125 |
+
```console
|
| 126 |
+
pip install -e .
|
| 127 |
+
```
|
| 128 |
+
|
| 129 |
+
### Pre-Commit Hooks (Optional)
|
| 130 |
+
|
| 131 |
+
If you're committing code, you can install the pre-commit hooks by running:
|
| 132 |
+
|
| 133 |
+
```console
|
| 134 |
+
pre-commit install
|
| 135 |
+
```
|
| 136 |
+
|
| 137 |
+
## Dataset
|
| 138 |
+
|
| 139 |
+
The MLE-bench dataset is a collection of 75 Kaggle competitions which we use to evaluate the ML engineering capabilities of AI systems.
|
| 140 |
+
|
| 141 |
+
Since Kaggle does not provide the held-out test set for each competition, we
|
| 142 |
+
provide preparation scripts that split the publicly available training set into
|
| 143 |
+
a new training and test set.
|
| 144 |
+
|
| 145 |
+
For each competition, we also provide grading scripts that can be used to
|
| 146 |
+
evaluate the score of a submission.
|
| 147 |
+
|
| 148 |
+
We use the [Kaggle API](https://github.com/Kaggle/kaggle-api) to download the
|
| 149 |
+
raw datasets. Ensure that you have downloaded your Kaggle credentials
|
| 150 |
+
(`kaggle.json`) and placed it in the `~/.kaggle/` directory (this is the default
|
| 151 |
+
location where the Kaggle API looks for your credentials). To download and prepare the MLE-bench dataset, run the following, which will download and prepare the dataset in your system's default cache directory. Note, we've found this to take two days when running from scratch:
|
| 152 |
+
|
| 153 |
+
```console
|
| 154 |
+
mlebench prepare --all
|
| 155 |
+
```
|
| 156 |
+
|
| 157 |
+
To prepare the lite dataset, run:
|
| 158 |
+
|
| 159 |
+
```console
|
| 160 |
+
mlebench prepare --lite
|
| 161 |
+
```
|
| 162 |
+
|
| 163 |
+
Alternatively, you can prepare the dataset for a specific competition by
|
| 164 |
+
running:
|
| 165 |
+
|
| 166 |
+
```console
|
| 167 |
+
mlebench prepare -c <competition-id>
|
| 168 |
+
```
|
| 169 |
+
|
| 170 |
+
Run `mlebench prepare --help` to see the list of available competitions.
|
| 171 |
+
|
| 172 |
+
|
| 173 |
+
|
| 174 |
+
## Grading Submissions
|
| 175 |
+
|
| 176 |
+
Answers for competitions must be submitted in CSV format; the required format is described in each competition's description, or shown in a competition's sample submission file. You can grade multiple submissions by using the `mlebench grade` command. Given a JSONL file, where each line corresponds with a submission for one competition, `mlebench grade` will produce a grading report for each competition. The JSONL file must contain the following fields:
|
| 177 |
+
- `competition_id`: the ID of the competition in our dataset.
|
| 178 |
+
- `submission_path`: a `.csv` file with the predictions for the specified
|
| 179 |
+
competition.
|
| 180 |
+
|
| 181 |
+
See more information by running `mlebench grade --help`.
|
| 182 |
+
|
| 183 |
+
You can also grade individual submissions using the `mlebench grade-sample` command. For example, to grade a submission for the Spaceship Titanic competition, you can run:
|
| 184 |
+
|
| 185 |
+
```console
|
| 186 |
+
mlebench grade-sample <PATH_TO_SUBMISSION> spaceship-titanic
|
| 187 |
+
```
|
| 188 |
+
|
| 189 |
+
See more information by running `mlebench grade-sample --help`.
|
| 190 |
+
|
| 191 |
+
## Environment
|
| 192 |
+
|
| 193 |
+
We provide a base Docker image `mlebench-env` which is the base environment for our agents. This base image contains:
|
| 194 |
+
- Conda environment used to execute our agents. We optionally (default true) install Python packages in this environment which are commonly used across our agents. If you don't want to install these packages, set the `INSTALL_HEAVY_DEPENDENCIES` environment variable to `false` when building the image, by adding `--build-arg INSTALL_HEAVY_DEPENDENCIES=false` to the `docker build` command below
|
| 195 |
+
- Instructions for agents to follow when creating their submission
|
| 196 |
+
- Grading server for agents to use when checking that the structure of their submission is correct
|
| 197 |
+
|
| 198 |
+
Build this image by running:
|
| 199 |
+
|
| 200 |
+
```bash
|
| 201 |
+
docker build --platform=linux/amd64 -t mlebench-env -f environment/Dockerfile .
|
| 202 |
+
```
|
| 203 |
+
|
| 204 |
+
## Agents
|
| 205 |
+
|
| 206 |
+
We purposefully designed our benchmark to not make any assumptions about the agent that produces submissions, so agents can more easily be evaluated on this benchmark. We evaluated three open-source agents; we discuss this procedure in [agents/README.md](agents/README.md).
|
| 207 |
+
|
| 208 |
+
## Extras
|
| 209 |
+
|
| 210 |
+
We include additional features in the MLE-bench repository that may be useful
|
| 211 |
+
for MLE-bench evaluation. These include a rule violation detector and
|
| 212 |
+
a plagiarism detector. We refer readers to
|
| 213 |
+
[extras/README.md](extras/README.md) for more information.
|
| 214 |
+
|
| 215 |
+
## Examples
|
| 216 |
+
|
| 217 |
+
We collect example usage of this library in the `examples/` directory, see [examples/README.md](examples/README.md) for more information.
|
| 218 |
+
|
| 219 |
+
## Experiments
|
| 220 |
+
|
| 221 |
+
We place the code specific to the experiments from our publication of the
|
| 222 |
+
benchmark in the `experiments/` directory:
|
| 223 |
+
- For instance, our competition splits are available in `experiments/splits/`.
|
| 224 |
+
- For a completed set of runs from a given agent, you can use the provided
|
| 225 |
+
`experiments/make_submission.py` script to compile its submission for grading.
|
| 226 |
+
- We release our methodology for the "familiarity" experiments in `experiments/familiarity/`, see [experiments/familiarity/README.md](experiments/familiarity/README.md) for more information.
|
| 227 |
+
|
| 228 |
+
## Dev
|
| 229 |
+
|
| 230 |
+
Note, when running `pytest` locally, be sure to accept the competition rules otherwise the tests will fail.
|
| 231 |
+
|
| 232 |
+
## Known Issues
|
| 233 |
+
|
| 234 |
+
There are some known issues with certain MLE-bench competitions. Since we have
|
| 235 |
+
already received leaderboard submissions, we are postponing fixes to avoid
|
| 236 |
+
invalidating the leaderboard. Instead, we plan to release batched fixes in the
|
| 237 |
+
upcoming v2 release of MLE-bench on the
|
| 238 |
+
[openai/frontier-evals](https://github.com/openai/frontier-evals) repo, which will
|
| 239 |
+
include a version column in the leaderboard to distinguish between v1 and v2 results.
|
| 240 |
+
If you wish to make a submission to v1 in the meantime, please still include
|
| 241 |
+
the following competitions in your overall scores. The known issues are
|
| 242 |
+
catalogued below:
|
| 243 |
+
|
| 244 |
+
- **tensorflow2-question-answering**:
|
| 245 |
+
- The `validate_submission` function in `grade.py` fails on this competition
|
| 246 |
+
because the answer file is `test.jsonl` instead of `test.csv`.
|
| 247 |
+
[#134](https://github.com/openai/mle-bench/issues/134)
|
| 248 |
+
- **tensorflow-speech-recognition-challenge**:
|
| 249 |
+
- The prepare.py script incorrectly prepares the test set such that there is a
|
| 250 |
+
much larger range of test labels than there should be.
|
| 251 |
+
[#63](https://github.com/openai/mle-bench/issues/63)
|
| 252 |
+
- The prepare.py script does not properly create a test set where the speaker
|
| 253 |
+
IDs are disjoint from those in train/val.
|
| 254 |
+
- **icecube-neutrinos-in-deep-ice**: Checksums are mismatch.
|
| 255 |
+
[#58](https://github.com/openai/mle-bench/issues/58)
|
| 256 |
+
- **ranzcr-clip-catheter-line-classification**: The prepare.py script results in
|
| 257 |
+
missing columns in the sample submission.
|
| 258 |
+
[#30](https://github.com/openai/mle-bench/issues/30)
|
| 259 |
+
- **dog-breed-identification**: The MLE-bench test split is created by holding
|
| 260 |
+
out images from a publicly labeled source corpus derived from the Stanford
|
| 261 |
+
Dogs Dataset, which agents may discover and leverage.
|
| 262 |
+
[#128](https://github.com/openai/mle-bench/issues/128)
|
| 263 |
+
- **invasive-species-monitoring**: The prepare.py script archives the prepared
|
| 264 |
+
`train/` and `test/` directories incorrectly, so `train.7z` and `test.7z`
|
| 265 |
+
can be missing their image contents in the prepared public dataset.
|
| 266 |
+
[#122](https://github.com/openai/mle-bench/issues/122)
|
| 267 |
+
- **tabular-playground-series-dec-2021**: The leaderboard is crowded -- very
|
| 268 |
+
little difference between the top score and the median score.
|
| 269 |
+
- **tabular-playground-series-may-2022**: The leaderboard is crowded -- very
|
| 270 |
+
little difference between the top score and the median score.
|
| 271 |
+
- **jigsaw-toxic-comment-classification-challenge**: The leaderboard is crowded -- very
|
| 272 |
+
little difference between the top score and the median score.
|
| 273 |
+
- **champs-scalar-coupling**: test molecules are missing in structures.csv.
|
| 274 |
+
[#70](https://github.com/openai/mle-bench/pull/70)
|
| 275 |
+
- **multi-modal-gesture-recognition**: public test `.mat` files leak test labels.
|
| 276 |
+
[#77](https://github.com/openai/mle-bench/issues/77)
|
| 277 |
+
- **smartphone-decimeter-2022**: The public test `span_log.nmea` files leak
|
| 278 |
+
information that makes achieving a perfect score trivial.
|
| 279 |
+
[#93](https://github.com/openai/mle-bench/issues/93)
|
| 280 |
+
- **hubmap-kidney-segmentation**: The public test `{image_id}.json` files leak
|
| 281 |
+
information that makes achieving a close-to-perfect score trivial. They should
|
| 282 |
+
be removed.
|
| 283 |
+
- **random-acts-of-pizza**: The field `giver_username_if_known` leaks the outcome,
|
| 284 |
+
enabling trivial perfect prediction. This competition should be dropped.
|
| 285 |
+
[#108](https://github.com/openai/mle-bench/issues/108)
|
| 286 |
+
|
| 287 |
+
## Authors
|
| 288 |
+
|
| 289 |
+
Chan Jun Shern, Neil Chowdhury, Oliver Jaffe, James Aung, Dane Sherburn, Evan Mays, Giulio Starace, Kevin Liu, Leon Maksin, Tejal Patwardhan, Lilian Weng, Aleksander Mądry
|
| 290 |
+
|
| 291 |
+
## Citation
|
| 292 |
+
|
| 293 |
+
Please cite using the following BibTeX entry:
|
| 294 |
+
```
|
| 295 |
+
@article{chan2024mle-bench,
|
| 296 |
+
title={MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering},
|
| 297 |
+
author={Jun Shern Chan and Neil Chowdhury and Oliver Jaffe and James Aung and Dane Sherburn and Evan Mays and Giulio Starace and Kevin Liu and Leon Maksin and Tejal Patwardhan and Lilian Weng and Aleksander Mądry},
|
| 298 |
+
year={2024},
|
| 299 |
+
eprint={2410.07095},
|
| 300 |
+
archivePrefix={arXiv},
|
| 301 |
+
primaryClass={cs.CL},
|
| 302 |
+
url={https://arxiv.org/abs/2410.07095}
|
| 303 |
+
}
|
| 304 |
+
```
|
benchmark/MLR-Bench/README.md
ADDED
|
@@ -0,0 +1,119 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
configs:
|
| 4 |
+
- config_name: default
|
| 5 |
+
data_files:
|
| 6 |
+
- split: all_tasks
|
| 7 |
+
path: data/all_tasks-*
|
| 8 |
+
dataset_info:
|
| 9 |
+
features:
|
| 10 |
+
- name: task_id
|
| 11 |
+
dtype: int64
|
| 12 |
+
- name: task_name
|
| 13 |
+
dtype: string
|
| 14 |
+
- name: task_description
|
| 15 |
+
dtype: string
|
| 16 |
+
splits:
|
| 17 |
+
- name: all_tasks
|
| 18 |
+
num_bytes: 549377
|
| 19 |
+
num_examples: 201
|
| 20 |
+
download_size: 292800
|
| 21 |
+
dataset_size: 549377
|
| 22 |
+
language:
|
| 23 |
+
- en
|
| 24 |
+
---
|
| 25 |
+
This repository contains the benchmark dataset of [MLR-Bench](https://arxiv.org/abs/2505.19955).
|
| 26 |
+
We collect 201 tasks from ICLR/NeurIPS/ICML workshops over the past three years. The followings record the metadata of our collection.
|
| 27 |
+
|
| 28 |
+
### Workshop without an official website or deleted
|
| 29 |
+
* icml2024_fminwild
|
| 30 |
+
* neurips2024_attrib_late
|
| 31 |
+
* neurips2024_gsai
|
| 32 |
+
* neurips2024_rlfm
|
| 33 |
+
* iclr2023_ai4abm
|
| 34 |
+
* iclr2023_ml4iot
|
| 35 |
+
* iclr2023_mldd
|
| 36 |
+
* iclr2023_NeSy_GeMs
|
| 37 |
+
* neurips2023_new_in_ml
|
| 38 |
+
* neurips2023_ai4mat
|
| 39 |
+
* icml2023_esfomo
|
| 40 |
+
|
| 41 |
+
### Non-general workshops
|
| 42 |
+
* neurips2024_queerinai
|
| 43 |
+
* iclr2024_africanlp
|
| 44 |
+
* iclr2023_africanlp
|
| 45 |
+
* iclr2023_IndabaX_Rwanda
|
| 46 |
+
* icml2023_lxai
|
| 47 |
+
|
| 48 |
+
### Repeated workshops
|
| 49 |
+
* iclr2023_dl4c
|
| 50 |
+
* iclr2023_mefomo
|
| 51 |
+
* iclr2023_re_align and iclr2024_realign (TODO: check the details and delete one)
|
| 52 |
+
* icml2024_fminwild potentially repeat with other workshops
|
| 53 |
+
|
| 54 |
+
|
| 55 |
+
### Missing workshop for unknown reason
|
| 56 |
+
* ICML 2023 The Second Workshop on New Frontiers in Adversarial Machine Learning (https://advml-frontier.github.io/)
|
| 57 |
+
|
| 58 |
+
### Workshop information to be updated
|
| 59 |
+
* iclr2025_nfam (too many citations without link, should we keep or delete them? https://nfam.vizhub.ai/)
|
| 60 |
+
|
| 61 |
+
|
| 62 |
+
## Workshop Links
|
| 63 |
+
|
| 64 |
+
- ICML 2024 (33 workshops) https://openreview.net/group?id=ICML.cc/2024/Workshop
|
| 65 |
+
- We keeped 24 workshops
|
| 66 |
+
- Workshops not included
|
| 67 |
+
- without an official website or deleted
|
| 68 |
+
- Agentic Markets Workshop at ICML 2024
|
| 69 |
+
- Workshop on Efficient Systems for Foundation Models II @ ICML2024
|
| 70 |
+
- not included with unknown reason
|
| 71 |
+
- ICML 2024 AI for Science Workshop (website: https://ai4sciencecommunity.github.io/icml24.html)
|
| 72 |
+
- First Workshop on Controllable Video Generation @ICML24 (https://openreview.net/group?id=ICML.cc/2024/Workshop/CVG#tab-recent-activity / https://sites.google.com/view/cvgicml2024/home)
|
| 73 |
+
- ICML 2024 Workshop Differentiable Almost Everything (https://openreview.net/group?id=ICML.cc/2024/Workshop/Differentiable_Almost_Everything#tab-accept / https://differentiable.xyz/)
|
| 74 |
+
- ICML 2024 Workshop on Models of Human Feedback for AI Alignment (https://openreview.net/group?id=ICML.cc/2024/Workshop/MFHAIA#tab-accept-oral / https://sites.google.com/view/mhf-icml2024)
|
| 75 |
+
- ICML 2024 Workshop on Mechanistic Interpretability (https://openreview.net/group?id=ICML.cc/2024/Workshop/MI#tab-accept-oral)
|
| 76 |
+
- repeated page
|
| 77 |
+
- Challenge of ICML 2024 TiFA Workshop
|
| 78 |
+
- MLLM Attack Challenge of ICML 2024 TiFA Workshop
|
| 79 |
+
- Non-general workshops
|
| 80 |
+
- LatinX in AI (LXAI) Research
|
| 81 |
+
- ICML 2024 Joint Workshop Queer in AI and {Dis}Ability in AI
|
| 82 |
+
- Workshop out of nowhere
|
| 83 |
+
* imcl2024_modelofhf??.md
|
| 84 |
+
|
| 85 |
+
- NeurIPS 2023 Workshop (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop)
|
| 86 |
+
- In total 53 workshops
|
| 87 |
+
- 42 workshops have been kepped
|
| 88 |
+
- Not included
|
| 89 |
+
- not included with unknown reason
|
| 90 |
+
- AI for Accelerated Materials Design - NeurIPS 2023 Workshop (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop/AI4Mat#tab-accept-spotlight)
|
| 91 |
+
- Associative Memory & Hopfield Networks in 2023 (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop/AMHN#tab-accept-oral)
|
| 92 |
+
- Socially Responsible Language Modelling Research (https://openreview.net/group?id=NeurIPS.cc/2023/Workshop/SoLaR#tab-accept-spotlight)
|
| 93 |
+
- without an official website or deleted
|
| 94 |
+
- NeurIPS Workshop on Attributing Model Behavior at Scale
|
| 95 |
+
- NeurIPS 2023 Workshop on Backdoors in Deep Learning - The Good, the Bad, and the Ugly
|
| 96 |
+
- Intrinsically-Motivated and Open-Ended Learning Workshop @NeurIPS2023
|
| 97 |
+
- Multi-Agent Security Workshop @ NeurIPS'23
|
| 98 |
+
- Not general
|
| 99 |
+
- 2nd Annual Global South in AI Meetup
|
| 100 |
+
- Muslims in Machine Learning Workshop @ NeurIPS2023
|
| 101 |
+
- New in Machine Learning Workshop, NeurIPS 2023
|
| 102 |
+
- NeurIPS 2023 Queer in AI Workshop
|
| 103 |
+
|
| 104 |
+
- Things to notice
|
| 105 |
+
* neurips2023_mlncp.md has no topics -> maybe too general for the LLMs to generate ideas?
|
| 106 |
+
* neurips2023_want.md has been repeated but not deleted
|
| 107 |
+
|
| 108 |
+
- NeurIPS 2024 Workshop
|
| 109 |
+
- 54 workshops, 51 are included
|
| 110 |
+
- delete
|
| 111 |
+
- 3rd Annual Global South in AI Meetup 2024
|
| 112 |
+
- Latinx in AI @ NeurIPS 2024
|
| 113 |
+
- Muslims in ML Workshop co-located with NeurIPS 2024
|
| 114 |
+
- No website or delted
|
| 115 |
+
- Workshop on Generalization and Safety from Reinforcement Learning to Foundation Models
|
| 116 |
+
- Things to notice: without an official website or deleted
|
| 117 |
+
- NeurIPS 2024 Workshop Machine Learning with new Compute Paradigms (still with an abstract here)
|
| 118 |
+
- NeurIPS 2024 Third Table Representation Learning Workshop
|
| 119 |
+
- UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural Models
|
benchmark/NYU_CTF_Bench/LICENSE
ADDED
|
@@ -0,0 +1,339 @@
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
GNU GENERAL PUBLIC LICENSE
|
| 2 |
+
Version 2, June 1991
|
| 3 |
+
|
| 4 |
+
Copyright (C) 1989, 1991 Free Software Foundation, Inc.,
|
| 5 |
+
51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
|
| 6 |
+
Everyone is permitted to copy and distribute verbatim copies
|
| 7 |
+
of this license document, but changing it is not allowed.
|
| 8 |
+
|
| 9 |
+
Preamble
|
| 10 |
+
|
| 11 |
+
The licenses for most software are designed to take away your
|
| 12 |
+
freedom to share and change it. By contrast, the GNU General Public
|
| 13 |
+
License is intended to guarantee your freedom to share and change free
|
| 14 |
+
software--to make sure the software is free for all its users. This
|
| 15 |
+
General Public License applies to most of the Free Software
|
| 16 |
+
Foundation's software and to any other program whose authors commit to
|
| 17 |
+
using it. (Some other Free Software Foundation software is covered by
|
| 18 |
+
the GNU Lesser General Public License instead.) You can apply it to
|
| 19 |
+
your programs, too.
|
| 20 |
+
|
| 21 |
+
When we speak of free software, we are referring to freedom, not
|
| 22 |
+
price. Our General Public Licenses are designed to make sure that you
|
| 23 |
+
have the freedom to distribute copies of free software (and charge for
|
| 24 |
+
this service if you wish), that you receive source code or can get it
|
| 25 |
+
if you want it, that you can change the software or use pieces of it
|
| 26 |
+
in new free programs; and that you know you can do these things.
|
| 27 |
+
|
| 28 |
+
To protect your rights, we need to make restrictions that forbid
|
| 29 |
+
anyone to deny you these rights or to ask you to surrender the rights.
|
| 30 |
+
These restrictions translate to certain responsibilities for you if you
|
| 31 |
+
distribute copies of the software, or if you modify it.
|
| 32 |
+
|
| 33 |
+
For example, if you distribute copies of such a program, whether
|
| 34 |
+
gratis or for a fee, you must give the recipients all the rights that
|
| 35 |
+
you have. You must make sure that they, too, receive or can get the
|
| 36 |
+
source code. And you must show them these terms so they know their
|
| 37 |
+
rights.
|
| 38 |
+
|
| 39 |
+
We protect your rights with two steps: (1) copyright the software, and
|
| 40 |
+
(2) offer you this license which gives you legal permission to copy,
|
| 41 |
+
distribute and/or modify the software.
|
| 42 |
+
|
| 43 |
+
Also, for each author's protection and ours, we want to make certain
|
| 44 |
+
that everyone understands that there is no warranty for this free
|
| 45 |
+
software. If the software is modified by someone else and passed on, we
|
| 46 |
+
want its recipients to know that what they have is not the original, so
|
| 47 |
+
that any problems introduced by others will not reflect on the original
|
| 48 |
+
authors' reputations.
|
| 49 |
+
|
| 50 |
+
Finally, any free program is threatened constantly by software
|
| 51 |
+
patents. We wish to avoid the danger that redistributors of a free
|
| 52 |
+
program will individually obtain patent licenses, in effect making the
|
| 53 |
+
program proprietary. To prevent this, we have made it clear that any
|
| 54 |
+
patent must be licensed for everyone's free use or not licensed at all.
|
| 55 |
+
|
| 56 |
+
The precise terms and conditions for copying, distribution and
|
| 57 |
+
modification follow.
|
| 58 |
+
|
| 59 |
+
GNU GENERAL PUBLIC LICENSE
|
| 60 |
+
TERMS AND CONDITIONS FOR COPYING, DISTRIBUTION AND MODIFICATION
|
| 61 |
+
|
| 62 |
+
0. This License applies to any program or other work which contains
|
| 63 |
+
a notice placed by the copyright holder saying it may be distributed
|
| 64 |
+
under the terms of this General Public License. The "Program", below,
|
| 65 |
+
refers to any such program or work, and a "work based on the Program"
|
| 66 |
+
means either the Program or any derivative work under copyright law:
|
| 67 |
+
that is to say, a work containing the Program or a portion of it,
|
| 68 |
+
either verbatim or with modifications and/or translated into another
|
| 69 |
+
language. (Hereinafter, translation is included without limitation in
|
| 70 |
+
the term "modification".) Each licensee is addressed as "you".
|
| 71 |
+
|
| 72 |
+
Activities other than copying, distribution and modification are not
|
| 73 |
+
covered by this License; they are outside its scope. The act of
|
| 74 |
+
running the Program is not restricted, and the output from the Program
|
| 75 |
+
is covered only if its contents constitute a work based on the
|
| 76 |
+
Program (independent of having been made by running the Program).
|
| 77 |
+
Whether that is true depends on what the Program does.
|
| 78 |
+
|
| 79 |
+
1. You may copy and distribute verbatim copies of the Program's
|
| 80 |
+
source code as you receive it, in any medium, provided that you
|
| 81 |
+
conspicuously and appropriately publish on each copy an appropriate
|
| 82 |
+
copyright notice and disclaimer of warranty; keep intact all the
|
| 83 |
+
notices that refer to this License and to the absence of any warranty;
|
| 84 |
+
and give any other recipients of the Program a copy of this License
|
| 85 |
+
along with the Program.
|
| 86 |
+
|
| 87 |
+
You may charge a fee for the physical act of transferring a copy, and
|
| 88 |
+
you may at your option offer warranty protection in exchange for a fee.
|
| 89 |
+
|
| 90 |
+
2. You may modify your copy or copies of the Program or any portion
|
| 91 |
+
of it, thus forming a work based on the Program, and copy and
|
| 92 |
+
distribute such modifications or work under the terms of Section 1
|
| 93 |
+
above, provided that you also meet all of these conditions:
|
| 94 |
+
|
| 95 |
+
a) You must cause the modified files to carry prominent notices
|
| 96 |
+
stating that you changed the files and the date of any change.
|
| 97 |
+
|
| 98 |
+
b) You must cause any work that you distribute or publish, that in
|
| 99 |
+
whole or in part contains or is derived from the Program or any
|
| 100 |
+
part thereof, to be licensed as a whole at no charge to all third
|
| 101 |
+
parties under the terms of this License.
|
| 102 |
+
|
| 103 |
+
c) If the modified program normally reads commands interactively
|
| 104 |
+
when run, you must cause it, when started running for such
|
| 105 |
+
interactive use in the most ordinary way, to print or display an
|
| 106 |
+
announcement including an appropriate copyright notice and a
|
| 107 |
+
notice that there is no warranty (or else, saying that you provide
|
| 108 |
+
a warranty) and that users may redistribute the program under
|
| 109 |
+
these conditions, and telling the user how to view a copy of this
|
| 110 |
+
License. (Exception: if the Program itself is interactive but
|
| 111 |
+
does not normally print such an announcement, your work based on
|
| 112 |
+
the Program is not required to print an announcement.)
|
| 113 |
+
|
| 114 |
+
These requirements apply to the modified work as a whole. If
|
| 115 |
+
identifiable sections of that work are not derived from the Program,
|
| 116 |
+
and can be reasonably considered independent and separate works in
|
| 117 |
+
themselves, then this License, and its terms, do not apply to those
|
| 118 |
+
sections when you distribute them as separate works. But when you
|
| 119 |
+
distribute the same sections as part of a whole which is a work based
|
| 120 |
+
on the Program, the distribution of the whole must be on the terms of
|
| 121 |
+
this License, whose permissions for other licensees extend to the
|
| 122 |
+
entire whole, and thus to each and every part regardless of who wrote it.
|
| 123 |
+
|
| 124 |
+
Thus, it is not the intent of this section to claim rights or contest
|
| 125 |
+
your rights to work written entirely by you; rather, the intent is to
|
| 126 |
+
exercise the right to control the distribution of derivative or
|
| 127 |
+
collective works based on the Program.
|
| 128 |
+
|
| 129 |
+
In addition, mere aggregation of another work not based on the Program
|
| 130 |
+
with the Program (or with a work based on the Program) on a volume of
|
| 131 |
+
a storage or distribution medium does not bring the other work under
|
| 132 |
+
the scope of this License.
|
| 133 |
+
|
| 134 |
+
3. You may copy and distribute the Program (or a work based on it,
|
| 135 |
+
under Section 2) in object code or executable form under the terms of
|
| 136 |
+
Sections 1 and 2 above provided that you also do one of the following:
|
| 137 |
+
|
| 138 |
+
a) Accompany it with the complete corresponding machine-readable
|
| 139 |
+
source code, which must be distributed under the terms of Sections
|
| 140 |
+
1 and 2 above on a medium customarily used for software interchange; or,
|
| 141 |
+
|
| 142 |
+
b) Accompany it with a written offer, valid for at least three
|
| 143 |
+
years, to give any third party, for a charge no more than your
|
| 144 |
+
cost of physically performing source distribution, a complete
|
| 145 |
+
machine-readable copy of the corresponding source code, to be
|
| 146 |
+
distributed under the terms of Sections 1 and 2 above on a medium
|
| 147 |
+
customarily used for software interchange; or,
|
| 148 |
+
|
| 149 |
+
c) Accompany it with the information you received as to the offer
|
| 150 |
+
to distribute corresponding source code. (This alternative is
|
| 151 |
+
allowed only for noncommercial distribution and only if you
|
| 152 |
+
received the program in object code or executable form with such
|
| 153 |
+
an offer, in accord with Subsection b above.)
|
| 154 |
+
|
| 155 |
+
The source code for a work means the preferred form of the work for
|
| 156 |
+
making modifications to it. For an executable work, complete source
|
| 157 |
+
code means all the source code for all modules it contains, plus any
|
| 158 |
+
associated interface definition files, plus the scripts used to
|
| 159 |
+
control compilation and installation of the executable. However, as a
|
| 160 |
+
special exception, the source code distributed need not include
|
| 161 |
+
anything that is normally distributed (in either source or binary
|
| 162 |
+
form) with the major components (compiler, kernel, and so on) of the
|
| 163 |
+
operating system on which the executable runs, unless that component
|
| 164 |
+
itself accompanies the executable.
|
| 165 |
+
|
| 166 |
+
If distribution of executable or object code is made by offering
|
| 167 |
+
access to copy from a designated place, then offering equivalent
|
| 168 |
+
access to copy the source code from the same place counts as
|
| 169 |
+
distribution of the source code, even though third parties are not
|
| 170 |
+
compelled to copy the source along with the object code.
|
| 171 |
+
|
| 172 |
+
4. You may not copy, modify, sublicense, or distribute the Program
|
| 173 |
+
except as expressly provided under this License. Any attempt
|
| 174 |
+
otherwise to copy, modify, sublicense or distribute the Program is
|
| 175 |
+
void, and will automatically terminate your rights under this License.
|
| 176 |
+
However, parties who have received copies, or rights, from you under
|
| 177 |
+
this License will not have their licenses terminated so long as such
|
| 178 |
+
parties remain in full compliance.
|
| 179 |
+
|
| 180 |
+
5. You are not required to accept this License, since you have not
|
| 181 |
+
signed it. However, nothing else grants you permission to modify or
|
| 182 |
+
distribute the Program or its derivative works. These actions are
|
| 183 |
+
prohibited by law if you do not accept this License. Therefore, by
|
| 184 |
+
modifying or distributing the Program (or any work based on the
|
| 185 |
+
Program), you indicate your acceptance of this License to do so, and
|
| 186 |
+
all its terms and conditions for copying, distributing or modifying
|
| 187 |
+
the Program or works based on it.
|
| 188 |
+
|
| 189 |
+
6. Each time you redistribute the Program (or any work based on the
|
| 190 |
+
Program), the recipient automatically receives a license from the
|
| 191 |
+
original licensor to copy, distribute or modify the Program subject to
|
| 192 |
+
these terms and conditions. You may not impose any further
|
| 193 |
+
restrictions on the recipients' exercise of the rights granted herein.
|
| 194 |
+
You are not responsible for enforcing compliance by third parties to
|
| 195 |
+
this License.
|
| 196 |
+
|
| 197 |
+
7. If, as a consequence of a court judgment or allegation of patent
|
| 198 |
+
infringement or for any other reason (not limited to patent issues),
|
| 199 |
+
conditions are imposed on you (whether by court order, agreement or
|
| 200 |
+
otherwise) that contradict the conditions of this License, they do not
|
| 201 |
+
excuse you from the conditions of this License. If you cannot
|
| 202 |
+
distribute so as to satisfy simultaneously your obligations under this
|
| 203 |
+
License and any other pertinent obligations, then as a consequence you
|
| 204 |
+
may not distribute the Program at all. For example, if a patent
|
| 205 |
+
license would not permit royalty-free redistribution of the Program by
|
| 206 |
+
all those who receive copies directly or indirectly through you, then
|
| 207 |
+
the only way you could satisfy both it and this License would be to
|
| 208 |
+
refrain entirely from distribution of the Program.
|
| 209 |
+
|
| 210 |
+
If any portion of this section is held invalid or unenforceable under
|
| 211 |
+
any particular circumstance, the balance of the section is intended to
|
| 212 |
+
apply and the section as a whole is intended to apply in other
|
| 213 |
+
circumstances.
|
| 214 |
+
|
| 215 |
+
It is not the purpose of this section to induce you to infringe any
|
| 216 |
+
patents or other property right claims or to contest validity of any
|
| 217 |
+
such claims; this section has the sole purpose of protecting the
|
| 218 |
+
integrity of the free software distribution system, which is
|
| 219 |
+
implemented by public license practices. Many people have made
|
| 220 |
+
generous contributions to the wide range of software distributed
|
| 221 |
+
through that system in reliance on consistent application of that
|
| 222 |
+
system; it is up to the author/donor to decide if he or she is willing
|
| 223 |
+
to distribute software through any other system and a licensee cannot
|
| 224 |
+
impose that choice.
|
| 225 |
+
|
| 226 |
+
This section is intended to make thoroughly clear what is believed to
|
| 227 |
+
be a consequence of the rest of this License.
|
| 228 |
+
|
| 229 |
+
8. If the distribution and/or use of the Program is restricted in
|
| 230 |
+
certain countries either by patents or by copyrighted interfaces, the
|
| 231 |
+
original copyright holder who places the Program under this License
|
| 232 |
+
may add an explicit geographical distribution limitation excluding
|
| 233 |
+
those countries, so that distribution is permitted only in or among
|
| 234 |
+
countries not thus excluded. In such case, this License incorporates
|
| 235 |
+
the limitation as if written in the body of this License.
|
| 236 |
+
|
| 237 |
+
9. The Free Software Foundation may publish revised and/or new versions
|
| 238 |
+
of the General Public License from time to time. Such new versions will
|
| 239 |
+
be similar in spirit to the present version, but may differ in detail to
|
| 240 |
+
address new problems or concerns.
|
| 241 |
+
|
| 242 |
+
Each version is given a distinguishing version number. If the Program
|
| 243 |
+
specifies a version number of this License which applies to it and "any
|
| 244 |
+
later version", you have the option of following the terms and conditions
|
| 245 |
+
either of that version or of any later version published by the Free
|
| 246 |
+
Software Foundation. If the Program does not specify a version number of
|
| 247 |
+
this License, you may choose any version ever published by the Free Software
|
| 248 |
+
Foundation.
|
| 249 |
+
|
| 250 |
+
10. If you wish to incorporate parts of the Program into other free
|
| 251 |
+
programs whose distribution conditions are different, write to the author
|
| 252 |
+
to ask for permission. For software which is copyrighted by the Free
|
| 253 |
+
Software Foundation, write to the Free Software Foundation; we sometimes
|
| 254 |
+
make exceptions for this. Our decision will be guided by the two goals
|
| 255 |
+
of preserving the free status of all derivatives of our free software and
|
| 256 |
+
of promoting the sharing and reuse of software generally.
|
| 257 |
+
|
| 258 |
+
NO WARRANTY
|
| 259 |
+
|
| 260 |
+
11. BECAUSE THE PROGRAM IS LICENSED FREE OF CHARGE, THERE IS NO WARRANTY
|
| 261 |
+
FOR THE PROGRAM, TO THE EXTENT PERMITTED BY APPLICABLE LAW. EXCEPT WHEN
|
| 262 |
+
OTHERWISE STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR OTHER PARTIES
|
| 263 |
+
PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED
|
| 264 |
+
OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
|
| 265 |
+
MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. THE ENTIRE RISK AS
|
| 266 |
+
TO THE QUALITY AND PERFORMANCE OF THE PROGRAM IS WITH YOU. SHOULD THE
|
| 267 |
+
PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF ALL NECESSARY SERVICING,
|
| 268 |
+
REPAIR OR CORRECTION.
|
| 269 |
+
|
| 270 |
+
12. IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
|
| 271 |
+
WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MAY MODIFY AND/OR
|
| 272 |
+
REDISTRIBUTE THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES,
|
| 273 |
+
INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING
|
| 274 |
+
OUT OF THE USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED
|
| 275 |
+
TO LOSS OF DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY
|
| 276 |
+
YOU OR THIRD PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER
|
| 277 |
+
PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE
|
| 278 |
+
POSSIBILITY OF SUCH DAMAGES.
|
| 279 |
+
|
| 280 |
+
END OF TERMS AND CONDITIONS
|
| 281 |
+
|
| 282 |
+
How to Apply These Terms to Your New Programs
|
| 283 |
+
|
| 284 |
+
If you develop a new program, and you want it to be of the greatest
|
| 285 |
+
possible use to the public, the best way to achieve this is to make it
|
| 286 |
+
free software which everyone can redistribute and change under these terms.
|
| 287 |
+
|
| 288 |
+
To do so, attach the following notices to the program. It is safest
|
| 289 |
+
to attach them to the start of each source file to most effectively
|
| 290 |
+
convey the exclusion of warranty; and each file should have at least
|
| 291 |
+
the "copyright" line and a pointer to where the full notice is found.
|
| 292 |
+
|
| 293 |
+
<one line to give the program's name and a brief idea of what it does.>
|
| 294 |
+
Copyright (C) <year> <name of author>
|
| 295 |
+
|
| 296 |
+
This program is free software; you can redistribute it and/or modify
|
| 297 |
+
it under the terms of the GNU General Public License as published by
|
| 298 |
+
the Free Software Foundation; either version 2 of the License, or
|
| 299 |
+
(at your option) any later version.
|
| 300 |
+
|
| 301 |
+
This program is distributed in the hope that it will be useful,
|
| 302 |
+
but WITHOUT ANY WARRANTY; without even the implied warranty of
|
| 303 |
+
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
| 304 |
+
GNU General Public License for more details.
|
| 305 |
+
|
| 306 |
+
You should have received a copy of the GNU General Public License along
|
| 307 |
+
with this program; if not, write to the Free Software Foundation, Inc.,
|
| 308 |
+
51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
|
| 309 |
+
|
| 310 |
+
Also add information on how to contact you by electronic and paper mail.
|
| 311 |
+
|
| 312 |
+
If the program is interactive, make it output a short notice like this
|
| 313 |
+
when it starts in an interactive mode:
|
| 314 |
+
|
| 315 |
+
Gnomovision version 69, Copyright (C) year name of author
|
| 316 |
+
Gnomovision comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
|
| 317 |
+
This is free software, and you are welcome to redistribute it
|
| 318 |
+
under certain conditions; type `show c' for details.
|
| 319 |
+
|
| 320 |
+
The hypothetical commands `show w' and `show c' should show the appropriate
|
| 321 |
+
parts of the General Public License. Of course, the commands you use may
|
| 322 |
+
be called something other than `show w' and `show c'; they could even be
|
| 323 |
+
mouse-clicks or menu items--whatever suits your program.
|
| 324 |
+
|
| 325 |
+
You should also get your employer (if you work as a programmer) or your
|
| 326 |
+
school, if any, to sign a "copyright disclaimer" for the program, if
|
| 327 |
+
necessary. Here is a sample; alter the names:
|
| 328 |
+
|
| 329 |
+
Yoyodyne, Inc., hereby disclaims all copyright interest in the program
|
| 330 |
+
`Gnomovision' (which makes passes at compilers) written by James Hacker.
|
| 331 |
+
|
| 332 |
+
<signature of Ty Coon>, 1 April 1989
|
| 333 |
+
Ty Coon, President of Vice
|
| 334 |
+
|
| 335 |
+
This General Public License does not permit incorporating your program into
|
| 336 |
+
proprietary programs. If your program is a subroutine library, you may
|
| 337 |
+
consider it more useful to permit linking proprietary applications with the
|
| 338 |
+
library. If this is what you want to do, use the GNU Lesser General
|
| 339 |
+
Public License instead of this License.
|
benchmark/NYU_CTF_Bench/README.md
ADDED
|
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# NYU CTF Bench
|
| 2 |
+
|
| 3 |
+
This repository hosts the NYU CTF Bench, a collection of CTF challenges from the CSAW CTF competitions, designed for evaluation of LLM agents.
|
| 4 |
+
The CTF challenges are dockerized and easily deployable to allow an LLM-based automation framework to interact with the challenge and attempt a solution.
|
| 5 |
+
The main benchmark dataset contains 200 challenges across 6 CTF categories: web, binary exploitation (pwn), forensics, reverse engineering (rev), cryptography (crypto), and miscellaneous (misc).
|
| 6 |
+
|
| 7 |
+
## Benchmark structure
|
| 8 |
+
|
| 9 |
+
The `test/` folder contains the main benchmark dataset of 200 challenges. A smaller development set of 55 challenges is present in the `development/` folder.
|
| 10 |
+
The development set can be treated equivalent to a "train" split and used for building the agent, so that design decisions made to improve the agent do not bias the test scores.
|
| 11 |
+
|
| 12 |
+
The folder structure is as follows: `<year>/<event>/<category>/<challenge>`.
|
| 13 |
+
`<year>` is the year of the competition, `<event>` is either "CSAW-Quals" or "CSAW-Finals", `<category>` is among the 6 categories, and `<challenge>` is the challenge name.
|
| 14 |
+
Note that the challenge name may have spaces and single-quotes, so it is advisable to wrap it in double-quotes when using in scripts.
|
| 15 |
+
|
| 16 |
+
Each challenge contains a `challenge.json` containing the metadata of the challenge, and the corresponding challenge files.
|
| 17 |
+
Challenges that require a server to host some challenge files are set up with a docker image, and a `docker-compose.yaml` file.
|
| 18 |
+
The docker image is loaded directly using `docker compose up`.
|
| 19 |
+
|
| 20 |
+
## Setup
|
| 21 |
+
|
| 22 |
+
Install the python package:
|
| 23 |
+
|
| 24 |
+
```
|
| 25 |
+
pip install nyuctf
|
| 26 |
+
```
|
| 27 |
+
|
| 28 |
+
The repository is automatically cloned when the `CTFDataset` is first instantiated with the `split` argument.
|
| 29 |
+
If needed, you can manually clone it by running:
|
| 30 |
+
|
| 31 |
+
```
|
| 32 |
+
python3 -m nyuctf.download
|
| 33 |
+
```
|
| 34 |
+
|
| 35 |
+
## Usage
|
| 36 |
+
|
| 37 |
+
The following python snippet shows how to load challenge details using the python module:
|
| 38 |
+
|
| 39 |
+
```
|
| 40 |
+
from nyuctf.dataset import CTFDataset
|
| 41 |
+
from nyuctf.challenge import CTFChallenge
|
| 42 |
+
|
| 43 |
+
# Clones the repository for the first time, which takes a while
|
| 44 |
+
ds = CTFDataset(split="test")
|
| 45 |
+
chal = CTFChallenge(ds.get("2021f-rev-maze"), ds.basedir)
|
| 46 |
+
|
| 47 |
+
print(chal.name)
|
| 48 |
+
print(chal.flag)
|
| 49 |
+
print(chal.files)
|
| 50 |
+
```
|
| 51 |
+
|
| 52 |
+
## Tests
|
| 53 |
+
|
| 54 |
+
Run tests on the challenges, for docker setup and network connection.
|
| 55 |
+
Requires the docker network to be setup.
|
| 56 |
+
|
| 57 |
+
```
|
| 58 |
+
cd python
|
| 59 |
+
python -m unittest -v test.test_challenges
|
| 60 |
+
```
|
| 61 |
+
|
| 62 |
+
Optionally filter the tests with the unittest `-k` flag.
|
benchmark/NYU_CTF_Bench/development_dataset.json
ADDED
|
@@ -0,0 +1,401 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
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|
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|
|
|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
|
|
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|
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|
|
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|
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|
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|
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|
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|
|
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|
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|
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|
|
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|
|
|
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|
|
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|
|
|
|
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|
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|
|
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|
|
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|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"2013f-cry-stfu": {
|
| 3 |
+
"year": "2013",
|
| 4 |
+
"event": "CSAW-Finals",
|
| 5 |
+
"category": "crypto",
|
| 6 |
+
"challenge": "stfu",
|
| 7 |
+
"path": "development/2013/CSAW-Finals/crypto/stfu"
|
| 8 |
+
},
|
| 9 |
+
"2013f-web-historypeats": {
|
| 10 |
+
"year": "2013",
|
| 11 |
+
"event": "CSAW-Finals",
|
| 12 |
+
"category": "web",
|
| 13 |
+
"challenge": "historypeats",
|
| 14 |
+
"path": "development/2013/CSAW-Finals/web/historypeats"
|
| 15 |
+
},
|
| 16 |
+
"2013q-cry-csawpad": {
|
| 17 |
+
"year": "2013",
|
| 18 |
+
"event": "CSAW-Quals",
|
| 19 |
+
"category": "crypto",
|
| 20 |
+
"challenge": "CSAWpad",
|
| 21 |
+
"path": "development/2013/CSAW-Quals/crypto/CSAWpad"
|
| 22 |
+
},
|
| 23 |
+
"2013q-cry-slurp": {
|
| 24 |
+
"year": "2013",
|
| 25 |
+
"event": "CSAW-Quals",
|
| 26 |
+
"category": "crypto",
|
| 27 |
+
"challenge": "slurp",
|
| 28 |
+
"path": "development/2013/CSAW-Quals/crypto/slurp"
|
| 29 |
+
},
|
| 30 |
+
"2013q-cry-onlythisprogram": {
|
| 31 |
+
"year": "2013",
|
| 32 |
+
"event": "CSAW-Quals",
|
| 33 |
+
"category": "crypto",
|
| 34 |
+
"challenge": "onlythisprogram",
|
| 35 |
+
"path": "development/2013/CSAW-Quals/crypto/onlythisprogram"
|
| 36 |
+
},
|
| 37 |
+
"2013q-msc-life": {
|
| 38 |
+
"year": "2013",
|
| 39 |
+
"event": "CSAW-Quals",
|
| 40 |
+
"category": "misc",
|
| 41 |
+
"challenge": "Life",
|
| 42 |
+
"path": "development/2013/CSAW-Quals/misc/Life"
|
| 43 |
+
},
|
| 44 |
+
"2013q-msc-networking_2": {
|
| 45 |
+
"year": "2013",
|
| 46 |
+
"event": "CSAW-Quals",
|
| 47 |
+
"category": "misc",
|
| 48 |
+
"challenge": "Networking 2",
|
| 49 |
+
"path": "development/2013/CSAW-Quals/misc/Networking 2"
|
| 50 |
+
},
|
| 51 |
+
"2013q-msc-networking_1": {
|
| 52 |
+
"year": "2013",
|
| 53 |
+
"event": "CSAW-Quals",
|
| 54 |
+
"category": "misc",
|
| 55 |
+
"challenge": "Networking 1",
|
| 56 |
+
"path": "development/2013/CSAW-Quals/misc/Networking 1"
|
| 57 |
+
},
|
| 58 |
+
"2013q-web-guess_harder": {
|
| 59 |
+
"year": "2013",
|
| 60 |
+
"event": "CSAW-Quals",
|
| 61 |
+
"category": "web",
|
| 62 |
+
"challenge": "Guess Harder",
|
| 63 |
+
"path": "development/2013/CSAW-Quals/web/Guess Harder"
|
| 64 |
+
},
|
| 65 |
+
"2013q-pwn-csaw_diary": {
|
| 66 |
+
"year": "2013",
|
| 67 |
+
"event": "CSAW-Quals",
|
| 68 |
+
"category": "pwn",
|
| 69 |
+
"challenge": "csaw_diary",
|
| 70 |
+
"path": "development/2013/CSAW-Quals/pwn/csaw_diary"
|
| 71 |
+
},
|
| 72 |
+
"2014f-rev-return_of_the_weiner": {
|
| 73 |
+
"year": "2014",
|
| 74 |
+
"event": "CSAW-Finals",
|
| 75 |
+
"category": "rev",
|
| 76 |
+
"challenge": "return-of-the-weiner",
|
| 77 |
+
"path": "development/2014/CSAW-Finals/rev/return-of-the-weiner"
|
| 78 |
+
},
|
| 79 |
+
"2014f-rev-odd": {
|
| 80 |
+
"year": "2014",
|
| 81 |
+
"event": "CSAW-Finals",
|
| 82 |
+
"category": "rev",
|
| 83 |
+
"challenge": "odd",
|
| 84 |
+
"path": "development/2014/CSAW-Finals/rev/odd"
|
| 85 |
+
},
|
| 86 |
+
"2014f-msc-pps": {
|
| 87 |
+
"year": "2014",
|
| 88 |
+
"event": "CSAW-Finals",
|
| 89 |
+
"category": "misc",
|
| 90 |
+
"challenge": "pps",
|
| 91 |
+
"path": "development/2014/CSAW-Finals/misc/pps"
|
| 92 |
+
},
|
| 93 |
+
"2014f-web-webroot": {
|
| 94 |
+
"year": "2014",
|
| 95 |
+
"event": "CSAW-Finals",
|
| 96 |
+
"category": "web",
|
| 97 |
+
"challenge": "webroot",
|
| 98 |
+
"path": "development/2014/CSAW-Finals/web/webroot"
|
| 99 |
+
},
|
| 100 |
+
"2014f-pwn-kernel": {
|
| 101 |
+
"year": "2014",
|
| 102 |
+
"event": "CSAW-Finals",
|
| 103 |
+
"category": "pwn",
|
| 104 |
+
"challenge": "kernel",
|
| 105 |
+
"path": "development/2014/CSAW-Finals/pwn/kernel"
|
| 106 |
+
},
|
| 107 |
+
"2014q-rev-aerosol_can": {
|
| 108 |
+
"year": "2014",
|
| 109 |
+
"event": "CSAW-Quals",
|
| 110 |
+
"category": "rev",
|
| 111 |
+
"challenge": "aerosol_can",
|
| 112 |
+
"path": "development/2014/CSAW-Quals/rev/aerosol_can"
|
| 113 |
+
},
|
| 114 |
+
"2014q-rev-weissman": {
|
| 115 |
+
"year": "2014",
|
| 116 |
+
"event": "CSAW-Quals",
|
| 117 |
+
"category": "rev",
|
| 118 |
+
"challenge": "weissman",
|
| 119 |
+
"path": "development/2014/CSAW-Quals/rev/weissman"
|
| 120 |
+
},
|
| 121 |
+
"2014q-web-silkgoat": {
|
| 122 |
+
"year": "2014",
|
| 123 |
+
"event": "CSAW-Quals",
|
| 124 |
+
"category": "web",
|
| 125 |
+
"challenge": "silkgoat",
|
| 126 |
+
"path": "development/2014/CSAW-Quals/web/silkgoat"
|
| 127 |
+
},
|
| 128 |
+
"2014q-pwn-ish": {
|
| 129 |
+
"year": "2014",
|
| 130 |
+
"event": "CSAW-Quals",
|
| 131 |
+
"category": "pwn",
|
| 132 |
+
"challenge": "ish",
|
| 133 |
+
"path": "development/2014/CSAW-Quals/pwn/ish"
|
| 134 |
+
},
|
| 135 |
+
"2014q-pwn-the_road_less_traveled": {
|
| 136 |
+
"year": "2014",
|
| 137 |
+
"event": "CSAW-Quals",
|
| 138 |
+
"category": "pwn",
|
| 139 |
+
"challenge": "the road less traveled",
|
| 140 |
+
"path": "development/2014/CSAW-Quals/pwn/the road less traveled"
|
| 141 |
+
},
|
| 142 |
+
"2016f-rev-palo_alto": {
|
| 143 |
+
"year": "2016",
|
| 144 |
+
"event": "CSAW-Finals",
|
| 145 |
+
"category": "rev",
|
| 146 |
+
"challenge": "Palo-Alto",
|
| 147 |
+
"path": "development/2016/CSAW-Finals/rev/Palo-Alto"
|
| 148 |
+
},
|
| 149 |
+
"2016f-cry-katy": {
|
| 150 |
+
"year": "2016",
|
| 151 |
+
"event": "CSAW-Finals",
|
| 152 |
+
"category": "crypto",
|
| 153 |
+
"challenge": "Katy",
|
| 154 |
+
"path": "development/2016/CSAW-Finals/crypto/Katy"
|
| 155 |
+
},
|
| 156 |
+
"2016f-cry-killer_cipher": {
|
| 157 |
+
"year": "2016",
|
| 158 |
+
"event": "CSAW-Finals",
|
| 159 |
+
"category": "crypto",
|
| 160 |
+
"challenge": "Killer_cipher",
|
| 161 |
+
"path": "development/2016/CSAW-Finals/crypto/Killer_cipher"
|
| 162 |
+
},
|
| 163 |
+
"2016f-for-pure_poetry": {
|
| 164 |
+
"year": "2016",
|
| 165 |
+
"event": "CSAW-Finals",
|
| 166 |
+
"category": "forensics",
|
| 167 |
+
"challenge": "pure_poetry",
|
| 168 |
+
"path": "development/2016/CSAW-Finals/forensics/pure_poetry"
|
| 169 |
+
},
|
| 170 |
+
"2016f-web-cloudb": {
|
| 171 |
+
"year": "2016",
|
| 172 |
+
"event": "CSAW-Finals",
|
| 173 |
+
"category": "web",
|
| 174 |
+
"challenge": "cloudb",
|
| 175 |
+
"path": "development/2016/CSAW-Finals/web/cloudb"
|
| 176 |
+
},
|
| 177 |
+
"2016f-web-seizure_cipher": {
|
| 178 |
+
"year": "2016",
|
| 179 |
+
"event": "CSAW-Finals",
|
| 180 |
+
"category": "web",
|
| 181 |
+
"challenge": "Seizure-Cipher",
|
| 182 |
+
"path": "development/2016/CSAW-Finals/web/Seizure-Cipher"
|
| 183 |
+
},
|
| 184 |
+
"2016f-pwn-detective": {
|
| 185 |
+
"year": "2016",
|
| 186 |
+
"event": "CSAW-Finals",
|
| 187 |
+
"category": "pwn",
|
| 188 |
+
"challenge": "detective",
|
| 189 |
+
"path": "development/2016/CSAW-Finals/pwn/detective"
|
| 190 |
+
},
|
| 191 |
+
"2016q-rev-rock": {
|
| 192 |
+
"year": "2016",
|
| 193 |
+
"event": "CSAW-Quals",
|
| 194 |
+
"category": "rev",
|
| 195 |
+
"challenge": "Rock",
|
| 196 |
+
"path": "development/2016/CSAW-Quals/rev/Rock"
|
| 197 |
+
},
|
| 198 |
+
"2016q-rev-deedeedee": {
|
| 199 |
+
"year": "2016",
|
| 200 |
+
"event": "CSAW-Quals",
|
| 201 |
+
"category": "rev",
|
| 202 |
+
"challenge": "deedeedee",
|
| 203 |
+
"path": "development/2016/CSAW-Quals/rev/deedeedee"
|
| 204 |
+
},
|
| 205 |
+
"2016q-cry-sleeping_guard": {
|
| 206 |
+
"year": "2016",
|
| 207 |
+
"event": "CSAW-Quals",
|
| 208 |
+
"category": "crypto",
|
| 209 |
+
"challenge": "Sleeping_Guard",
|
| 210 |
+
"path": "development/2016/CSAW-Quals/crypto/Sleeping_Guard"
|
| 211 |
+
},
|
| 212 |
+
"2016q-cry-broken_box": {
|
| 213 |
+
"year": "2016",
|
| 214 |
+
"event": "CSAW-Quals",
|
| 215 |
+
"category": "crypto",
|
| 216 |
+
"challenge": "Broken_Box",
|
| 217 |
+
"path": "development/2016/CSAW-Quals/crypto/Broken_Box"
|
| 218 |
+
},
|
| 219 |
+
"2016q-for-watchword": {
|
| 220 |
+
"year": "2016",
|
| 221 |
+
"event": "CSAW-Quals",
|
| 222 |
+
"category": "forensics",
|
| 223 |
+
"challenge": "Watchword",
|
| 224 |
+
"path": "development/2016/CSAW-Quals/forensics/Watchword"
|
| 225 |
+
},
|
| 226 |
+
"2016q-for-kill": {
|
| 227 |
+
"year": "2016",
|
| 228 |
+
"event": "CSAW-Quals",
|
| 229 |
+
"category": "forensics",
|
| 230 |
+
"challenge": "Kill",
|
| 231 |
+
"path": "development/2016/CSAW-Quals/forensics/Kill"
|
| 232 |
+
},
|
| 233 |
+
"2016q-for-yaar_haar_fiddle_dee_dee": {
|
| 234 |
+
"year": "2016",
|
| 235 |
+
"event": "CSAW-Quals",
|
| 236 |
+
"category": "forensics",
|
| 237 |
+
"challenge": "Yaar_Haar_Fiddle_Dee_Dee",
|
| 238 |
+
"path": "development/2016/CSAW-Quals/forensics/Yaar_Haar_Fiddle_Dee_Dee"
|
| 239 |
+
},
|
| 240 |
+
"2016q-for-clams_dont_dance": {
|
| 241 |
+
"year": "2016",
|
| 242 |
+
"event": "CSAW-Quals",
|
| 243 |
+
"category": "forensics",
|
| 244 |
+
"challenge": "Clams_Dont_Dance",
|
| 245 |
+
"path": "development/2016/CSAW-Quals/forensics/Clams_Dont_Dance"
|
| 246 |
+
},
|
| 247 |
+
"2016q-for-evidence_zip": {
|
| 248 |
+
"year": "2016",
|
| 249 |
+
"event": "CSAW-Quals",
|
| 250 |
+
"category": "forensics",
|
| 251 |
+
"challenge": "evidence.zip",
|
| 252 |
+
"path": "development/2016/CSAW-Quals/forensics/evidence.zip"
|
| 253 |
+
},
|
| 254 |
+
"2016q-msc-coinslot": {
|
| 255 |
+
"year": "2016",
|
| 256 |
+
"event": "CSAW-Quals",
|
| 257 |
+
"category": "misc",
|
| 258 |
+
"challenge": "coinslot",
|
| 259 |
+
"path": "development/2016/CSAW-Quals/misc/coinslot"
|
| 260 |
+
},
|
| 261 |
+
"2016q-msc-regexpire": {
|
| 262 |
+
"year": "2016",
|
| 263 |
+
"event": "CSAW-Quals",
|
| 264 |
+
"category": "misc",
|
| 265 |
+
"challenge": "regexpire",
|
| 266 |
+
"path": "development/2016/CSAW-Quals/misc/regexpire"
|
| 267 |
+
},
|
| 268 |
+
"2016q-web-i_got_id": {
|
| 269 |
+
"year": "2016",
|
| 270 |
+
"event": "CSAW-Quals",
|
| 271 |
+
"category": "web",
|
| 272 |
+
"challenge": "I Got Id",
|
| 273 |
+
"path": "development/2016/CSAW-Quals/web/I Got Id"
|
| 274 |
+
},
|
| 275 |
+
"2016q-web-mfw": {
|
| 276 |
+
"year": "2016",
|
| 277 |
+
"event": "CSAW-Quals",
|
| 278 |
+
"category": "web",
|
| 279 |
+
"challenge": "MFW",
|
| 280 |
+
"path": "development/2016/CSAW-Quals/web/MFW"
|
| 281 |
+
},
|
| 282 |
+
"2016q-pwn-warmup": {
|
| 283 |
+
"year": "2016",
|
| 284 |
+
"event": "CSAW-Quals",
|
| 285 |
+
"category": "pwn",
|
| 286 |
+
"challenge": "WarmUp",
|
| 287 |
+
"path": "development/2016/CSAW-Quals/pwn/WarmUp"
|
| 288 |
+
},
|
| 289 |
+
"2016q-pwn-tutorial": {
|
| 290 |
+
"year": "2016",
|
| 291 |
+
"event": "CSAW-Quals",
|
| 292 |
+
"category": "pwn",
|
| 293 |
+
"challenge": "Tutorial",
|
| 294 |
+
"path": "development/2016/CSAW-Quals/pwn/Tutorial"
|
| 295 |
+
},
|
| 296 |
+
"2016q-pwn-hungman": {
|
| 297 |
+
"year": "2016",
|
| 298 |
+
"event": "CSAW-Quals",
|
| 299 |
+
"category": "pwn",
|
| 300 |
+
"challenge": "Hungman",
|
| 301 |
+
"path": "development/2016/CSAW-Quals/pwn/Hungman"
|
| 302 |
+
},
|
| 303 |
+
"2015f-rev-wyvern2": {
|
| 304 |
+
"year": "2015",
|
| 305 |
+
"event": "CSAW-Finals",
|
| 306 |
+
"category": "rev",
|
| 307 |
+
"challenge": "wyvern2",
|
| 308 |
+
"path": "development/2015/CSAW-Finals/rev/wyvern2"
|
| 309 |
+
},
|
| 310 |
+
"2015f-for-mandiant": {
|
| 311 |
+
"year": "2015",
|
| 312 |
+
"event": "CSAW-Finals",
|
| 313 |
+
"category": "forensics",
|
| 314 |
+
"challenge": "mandiant",
|
| 315 |
+
"path": "development/2015/CSAW-Finals/forensics/mandiant"
|
| 316 |
+
},
|
| 317 |
+
"2015f-pwn-hipster": {
|
| 318 |
+
"year": "2015",
|
| 319 |
+
"event": "CSAW-Finals",
|
| 320 |
+
"category": "pwn",
|
| 321 |
+
"challenge": "hipster",
|
| 322 |
+
"path": "development/2015/CSAW-Finals/pwn/hipster"
|
| 323 |
+
},
|
| 324 |
+
"2015q-rev-ftp": {
|
| 325 |
+
"year": "2015",
|
| 326 |
+
"event": "CSAW-Quals",
|
| 327 |
+
"category": "rev",
|
| 328 |
+
"challenge": "ftp",
|
| 329 |
+
"path": "development/2015/CSAW-Quals/rev/ftp"
|
| 330 |
+
},
|
| 331 |
+
"2015q-rev-wyvern": {
|
| 332 |
+
"year": "2015",
|
| 333 |
+
"event": "CSAW-Quals",
|
| 334 |
+
"category": "rev",
|
| 335 |
+
"challenge": "wyvern",
|
| 336 |
+
"path": "development/2015/CSAW-Quals/rev/wyvern"
|
| 337 |
+
},
|
| 338 |
+
"2015q-cry-eps": {
|
| 339 |
+
"year": "2015",
|
| 340 |
+
"event": "CSAW-Quals",
|
| 341 |
+
"category": "crypto",
|
| 342 |
+
"challenge": "eps",
|
| 343 |
+
"path": "development/2015/CSAW-Quals/crypto/eps"
|
| 344 |
+
},
|
| 345 |
+
"2015q-cry-eps_part2": {
|
| 346 |
+
"year": "2015",
|
| 347 |
+
"event": "CSAW-Quals",
|
| 348 |
+
"category": "crypto",
|
| 349 |
+
"challenge": "eps_part2",
|
| 350 |
+
"path": "development/2015/CSAW-Quals/crypto/eps_part2"
|
| 351 |
+
},
|
| 352 |
+
"2015q-cry-bricks_of_gold": {
|
| 353 |
+
"year": "2015",
|
| 354 |
+
"event": "CSAW-Quals",
|
| 355 |
+
"category": "crypto",
|
| 356 |
+
"challenge": "bricks_of_gold",
|
| 357 |
+
"path": "development/2015/CSAW-Quals/crypto/bricks_of_gold"
|
| 358 |
+
},
|
| 359 |
+
"2015q-for-sharpturn": {
|
| 360 |
+
"year": "2015",
|
| 361 |
+
"event": "CSAW-Quals",
|
| 362 |
+
"category": "forensics",
|
| 363 |
+
"challenge": "sharpturn",
|
| 364 |
+
"path": "development/2015/CSAW-Quals/forensics/sharpturn"
|
| 365 |
+
},
|
| 366 |
+
"2015q-for-flash": {
|
| 367 |
+
"year": "2015",
|
| 368 |
+
"event": "CSAW-Quals",
|
| 369 |
+
"category": "forensics",
|
| 370 |
+
"challenge": "flash",
|
| 371 |
+
"path": "development/2015/CSAW-Quals/forensics/flash"
|
| 372 |
+
},
|
| 373 |
+
"2015q-for-pcapin": {
|
| 374 |
+
"year": "2015",
|
| 375 |
+
"event": "CSAW-Quals",
|
| 376 |
+
"category": "forensics",
|
| 377 |
+
"challenge": "pcapin",
|
| 378 |
+
"path": "development/2015/CSAW-Quals/forensics/pcapin"
|
| 379 |
+
},
|
| 380 |
+
"2015q-web-k_stairs": {
|
| 381 |
+
"year": "2015",
|
| 382 |
+
"event": "CSAW-Quals",
|
| 383 |
+
"category": "web",
|
| 384 |
+
"challenge": "k_stairs",
|
| 385 |
+
"path": "development/2015/CSAW-Quals/web/k_stairs"
|
| 386 |
+
},
|
| 387 |
+
"2015q-web-throwback": {
|
| 388 |
+
"year": "2015",
|
| 389 |
+
"event": "CSAW-Quals",
|
| 390 |
+
"category": "web",
|
| 391 |
+
"challenge": "throwback",
|
| 392 |
+
"path": "development/2015/CSAW-Quals/web/throwback"
|
| 393 |
+
},
|
| 394 |
+
"2015q-pwn-meme_shop": {
|
| 395 |
+
"year": "2015",
|
| 396 |
+
"event": "CSAW-Quals",
|
| 397 |
+
"category": "pwn",
|
| 398 |
+
"challenge": "meme-shop",
|
| 399 |
+
"path": "development/2015/CSAW-Quals/pwn/meme-shop"
|
| 400 |
+
}
|
| 401 |
+
}
|
benchmark/NYU_CTF_Bench/test_dataset.json
ADDED
|
@@ -0,0 +1,1402 @@
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
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|
| 1 |
+
{
|
| 2 |
+
"2021f-rev-maze": {
|
| 3 |
+
"year": "2021",
|
| 4 |
+
"event": "CSAW-Finals",
|
| 5 |
+
"category": "rev",
|
| 6 |
+
"challenge": "maze",
|
| 7 |
+
"path": "test/2021/CSAW-Finals/rev/maze"
|
| 8 |
+
},
|
| 9 |
+
"2021f-rev-sfc": {
|
| 10 |
+
"year": "2021",
|
| 11 |
+
"event": "CSAW-Finals",
|
| 12 |
+
"category": "rev",
|
| 13 |
+
"challenge": "sfc",
|
| 14 |
+
"path": "test/2021/CSAW-Finals/rev/sfc"
|
| 15 |
+
},
|
| 16 |
+
"2021f-cry-interoperable": {
|
| 17 |
+
"year": "2021",
|
| 18 |
+
"event": "CSAW-Finals",
|
| 19 |
+
"category": "crypto",
|
| 20 |
+
"challenge": "Interoperable",
|
| 21 |
+
"path": "test/2021/CSAW-Finals/crypto/Interoperable"
|
| 22 |
+
},
|
| 23 |
+
"2021f-cry-ibad": {
|
| 24 |
+
"year": "2021",
|
| 25 |
+
"event": "CSAW-Finals",
|
| 26 |
+
"category": "crypto",
|
| 27 |
+
"challenge": "iBad",
|
| 28 |
+
"path": "test/2021/CSAW-Finals/crypto/iBad"
|
| 29 |
+
},
|
| 30 |
+
"2021f-cry-collision_course": {
|
| 31 |
+
"year": "2021",
|
| 32 |
+
"event": "CSAW-Finals",
|
| 33 |
+
"category": "crypto",
|
| 34 |
+
"challenge": "Collision-Course",
|
| 35 |
+
"path": "test/2021/CSAW-Finals/crypto/Collision-Course"
|
| 36 |
+
},
|
| 37 |
+
"2021f-for-no_time_to_register": {
|
| 38 |
+
"year": "2021",
|
| 39 |
+
"event": "CSAW-Finals",
|
| 40 |
+
"category": "forensics",
|
| 41 |
+
"challenge": "No-Time-to-Register",
|
| 42 |
+
"path": "test/2021/CSAW-Finals/forensics/No-Time-to-Register"
|
| 43 |
+
},
|
| 44 |
+
"2021f-for-constela": {
|
| 45 |
+
"year": "2021",
|
| 46 |
+
"event": "CSAW-Finals",
|
| 47 |
+
"category": "forensics",
|
| 48 |
+
"challenge": "constela",
|
| 49 |
+
"path": "test/2021/CSAW-Finals/forensics/constela"
|
| 50 |
+
},
|
| 51 |
+
"2021f-msc-terminal_velocity": {
|
| 52 |
+
"year": "2021",
|
| 53 |
+
"event": "CSAW-Finals",
|
| 54 |
+
"category": "misc",
|
| 55 |
+
"challenge": "terminal-velocity",
|
| 56 |
+
"path": "test/2021/CSAW-Finals/misc/terminal-velocity"
|
| 57 |
+
},
|
| 58 |
+
"2021f-pwn-horrorscope": {
|
| 59 |
+
"year": "2021",
|
| 60 |
+
"event": "CSAW-Finals",
|
| 61 |
+
"category": "pwn",
|
| 62 |
+
"challenge": "horrorscope",
|
| 63 |
+
"path": "test/2021/CSAW-Finals/pwn/horrorscope"
|
| 64 |
+
},
|
| 65 |
+
"2021f-pwn-chatterbox": {
|
| 66 |
+
"year": "2021",
|
| 67 |
+
"event": "CSAW-Finals",
|
| 68 |
+
"category": "pwn",
|
| 69 |
+
"challenge": "chatterbox",
|
| 70 |
+
"path": "test/2021/CSAW-Finals/pwn/chatterbox"
|
| 71 |
+
},
|
| 72 |
+
"2021q-rev-ransomware": {
|
| 73 |
+
"year": "2021",
|
| 74 |
+
"event": "CSAW-Quals",
|
| 75 |
+
"category": "rev",
|
| 76 |
+
"challenge": "ransomware",
|
| 77 |
+
"path": "test/2021/CSAW-Quals/rev/ransomware"
|
| 78 |
+
},
|
| 79 |
+
"2021q-rev-macomal": {
|
| 80 |
+
"year": "2021",
|
| 81 |
+
"event": "CSAW-Quals",
|
| 82 |
+
"category": "rev",
|
| 83 |
+
"challenge": "macomal",
|
| 84 |
+
"path": "test/2021/CSAW-Quals/rev/macomal"
|
| 85 |
+
},
|
| 86 |
+
"2021q-rev-ncore": {
|
| 87 |
+
"year": "2021",
|
| 88 |
+
"event": "CSAW-Quals",
|
| 89 |
+
"category": "rev",
|
| 90 |
+
"challenge": "ncore",
|
| 91 |
+
"path": "test/2021/CSAW-Quals/rev/ncore"
|
| 92 |
+
},
|
| 93 |
+
"2021q-rev-checker": {
|
| 94 |
+
"year": "2021",
|
| 95 |
+
"event": "CSAW-Quals",
|
| 96 |
+
"category": "rev",
|
| 97 |
+
"challenge": "checker",
|
| 98 |
+
"path": "test/2021/CSAW-Quals/rev/checker"
|
| 99 |
+
},
|
| 100 |
+
"2021q-cry-bits": {
|
| 101 |
+
"year": "2021",
|
| 102 |
+
"event": "CSAW-Quals",
|
| 103 |
+
"category": "crypto",
|
| 104 |
+
"challenge": "Bits",
|
| 105 |
+
"path": "test/2021/CSAW-Quals/crypto/Bits"
|
| 106 |
+
},
|
| 107 |
+
"2021q-cry-gotta_decrypt_them_all": {
|
| 108 |
+
"year": "2021",
|
| 109 |
+
"event": "CSAW-Quals",
|
| 110 |
+
"category": "crypto",
|
| 111 |
+
"challenge": "Gotta-Decrypt-Them-All",
|
| 112 |
+
"path": "test/2021/CSAW-Quals/crypto/Gotta-Decrypt-Them-All"
|
| 113 |
+
},
|
| 114 |
+
"2021q-cry-crack_me": {
|
| 115 |
+
"year": "2021",
|
| 116 |
+
"event": "CSAW-Quals",
|
| 117 |
+
"category": "crypto",
|
| 118 |
+
"challenge": "Crack-Me",
|
| 119 |
+
"path": "test/2021/CSAW-Quals/crypto/Crack-Me"
|
| 120 |
+
},
|
| 121 |
+
"2021q-cry-rsa_pop_quiz": {
|
| 122 |
+
"year": "2021",
|
| 123 |
+
"event": "CSAW-Quals",
|
| 124 |
+
"category": "crypto",
|
| 125 |
+
"challenge": "RSA-Pop-Quiz",
|
| 126 |
+
"path": "test/2021/CSAW-Quals/crypto/RSA-Pop-Quiz"
|
| 127 |
+
},
|
| 128 |
+
"2021q-cry-ecc_pop_quiz": {
|
| 129 |
+
"year": "2021",
|
| 130 |
+
"event": "CSAW-Quals",
|
| 131 |
+
"category": "crypto",
|
| 132 |
+
"challenge": "ECC-Pop-Quiz",
|
| 133 |
+
"path": "test/2021/CSAW-Quals/crypto/ECC-Pop-Quiz"
|
| 134 |
+
},
|
| 135 |
+
"2021q-cry-forgery": {
|
| 136 |
+
"year": "2021",
|
| 137 |
+
"event": "CSAW-Quals",
|
| 138 |
+
"category": "crypto",
|
| 139 |
+
"challenge": "Forgery",
|
| 140 |
+
"path": "test/2021/CSAW-Quals/crypto/Forgery"
|
| 141 |
+
},
|
| 142 |
+
"2021q-for-lazy_leaks": {
|
| 143 |
+
"year": "2021",
|
| 144 |
+
"event": "CSAW-Quals",
|
| 145 |
+
"category": "forensics",
|
| 146 |
+
"challenge": "Lazy-Leaks",
|
| 147 |
+
"path": "test/2021/CSAW-Quals/forensics/Lazy-Leaks"
|
| 148 |
+
},
|
| 149 |
+
"2021q-msc-weak_password": {
|
| 150 |
+
"year": "2021",
|
| 151 |
+
"event": "CSAW-Quals",
|
| 152 |
+
"category": "misc",
|
| 153 |
+
"challenge": "Weak-Password",
|
| 154 |
+
"path": "test/2021/CSAW-Quals/misc/Weak-Password"
|
| 155 |
+
},
|
| 156 |
+
"2021q-msc-save_the_tristate": {
|
| 157 |
+
"year": "2021",
|
| 158 |
+
"event": "CSAW-Quals",
|
| 159 |
+
"category": "misc",
|
| 160 |
+
"challenge": "Save-the-Tristate",
|
| 161 |
+
"path": "test/2021/CSAW-Quals/misc/Save-the-Tristate"
|
| 162 |
+
},
|
| 163 |
+
"2021q-web-no_pass_needed": {
|
| 164 |
+
"year": "2021",
|
| 165 |
+
"event": "CSAW-Quals",
|
| 166 |
+
"category": "web",
|
| 167 |
+
"challenge": "no-pass-needed",
|
| 168 |
+
"path": "test/2021/CSAW-Quals/web/no-pass-needed"
|
| 169 |
+
},
|
| 170 |
+
"2021q-web-poem_collection": {
|
| 171 |
+
"year": "2021",
|
| 172 |
+
"event": "CSAW-Quals",
|
| 173 |
+
"category": "web",
|
| 174 |
+
"challenge": "poem-collection",
|
| 175 |
+
"path": "test/2021/CSAW-Quals/web/poem-collection"
|
| 176 |
+
},
|
| 177 |
+
"2021q-web-securinotes": {
|
| 178 |
+
"year": "2021",
|
| 179 |
+
"event": "CSAW-Quals",
|
| 180 |
+
"category": "web",
|
| 181 |
+
"challenge": "securinotes",
|
| 182 |
+
"path": "test/2021/CSAW-Quals/web/securinotes"
|
| 183 |
+
},
|
| 184 |
+
"2021q-web-gatekeeping": {
|
| 185 |
+
"year": "2021",
|
| 186 |
+
"event": "CSAW-Quals",
|
| 187 |
+
"category": "web",
|
| 188 |
+
"challenge": "gatekeeping",
|
| 189 |
+
"path": "test/2021/CSAW-Quals/web/gatekeeping"
|
| 190 |
+
},
|
| 191 |
+
"2021q-web-scp_terminal": {
|
| 192 |
+
"year": "2021",
|
| 193 |
+
"event": "CSAW-Quals",
|
| 194 |
+
"category": "web",
|
| 195 |
+
"challenge": "scp-terminal",
|
| 196 |
+
"path": "test/2021/CSAW-Quals/web/scp-terminal"
|
| 197 |
+
},
|
| 198 |
+
"2021q-pwn-krypto": {
|
| 199 |
+
"year": "2021",
|
| 200 |
+
"event": "CSAW-Quals",
|
| 201 |
+
"category": "pwn",
|
| 202 |
+
"challenge": "krypto",
|
| 203 |
+
"path": "test/2021/CSAW-Quals/pwn/krypto"
|
| 204 |
+
},
|
| 205 |
+
"2021q-pwn-alien_math": {
|
| 206 |
+
"year": "2021",
|
| 207 |
+
"event": "CSAW-Quals",
|
| 208 |
+
"category": "pwn",
|
| 209 |
+
"challenge": "alien-math",
|
| 210 |
+
"path": "test/2021/CSAW-Quals/pwn/alien-math"
|
| 211 |
+
},
|
| 212 |
+
"2021q-pwn-password_checker": {
|
| 213 |
+
"year": "2021",
|
| 214 |
+
"event": "CSAW-Quals",
|
| 215 |
+
"category": "pwn",
|
| 216 |
+
"challenge": "Password-Checker",
|
| 217 |
+
"path": "test/2021/CSAW-Quals/pwn/Password-Checker"
|
| 218 |
+
},
|
| 219 |
+
"2021q-pwn-haystack": {
|
| 220 |
+
"year": "2021",
|
| 221 |
+
"event": "CSAW-Quals",
|
| 222 |
+
"category": "pwn",
|
| 223 |
+
"challenge": "haystack",
|
| 224 |
+
"path": "test/2021/CSAW-Quals/pwn/haystack"
|
| 225 |
+
},
|
| 226 |
+
"2020f-rev-rap": {
|
| 227 |
+
"year": "2020",
|
| 228 |
+
"event": "CSAW-Finals",
|
| 229 |
+
"category": "rev",
|
| 230 |
+
"challenge": "rap",
|
| 231 |
+
"path": "test/2020/CSAW-Finals/rev/rap"
|
| 232 |
+
},
|
| 233 |
+
"2020f-rev-brrr": {
|
| 234 |
+
"year": "2020",
|
| 235 |
+
"event": "CSAW-Finals",
|
| 236 |
+
"category": "rev",
|
| 237 |
+
"challenge": "brrr",
|
| 238 |
+
"path": "test/2020/CSAW-Finals/rev/brrr"
|
| 239 |
+
},
|
| 240 |
+
"2020f-rev-yeet": {
|
| 241 |
+
"year": "2020",
|
| 242 |
+
"event": "CSAW-Finals",
|
| 243 |
+
"category": "rev",
|
| 244 |
+
"challenge": "yeet",
|
| 245 |
+
"path": "test/2020/CSAW-Finals/rev/yeet"
|
| 246 |
+
},
|
| 247 |
+
"2020f-rev-sourcery": {
|
| 248 |
+
"year": "2020",
|
| 249 |
+
"event": "CSAW-Finals",
|
| 250 |
+
"category": "rev",
|
| 251 |
+
"challenge": "sourcery",
|
| 252 |
+
"path": "test/2020/CSAW-Finals/rev/sourcery"
|
| 253 |
+
},
|
| 254 |
+
"2020f-cry-eccentric": {
|
| 255 |
+
"year": "2020",
|
| 256 |
+
"event": "CSAW-Finals",
|
| 257 |
+
"category": "crypto",
|
| 258 |
+
"challenge": "eccentric",
|
| 259 |
+
"path": "test/2020/CSAW-Finals/crypto/eccentric"
|
| 260 |
+
},
|
| 261 |
+
"2020f-cry-hybrid2": {
|
| 262 |
+
"year": "2020",
|
| 263 |
+
"event": "CSAW-Finals",
|
| 264 |
+
"category": "crypto",
|
| 265 |
+
"challenge": "hybrid2",
|
| 266 |
+
"path": "test/2020/CSAW-Finals/crypto/hybrid2"
|
| 267 |
+
},
|
| 268 |
+
"2020f-cry-the_matrix": {
|
| 269 |
+
"year": "2020",
|
| 270 |
+
"event": "CSAW-Finals",
|
| 271 |
+
"category": "crypto",
|
| 272 |
+
"challenge": "the_matrix",
|
| 273 |
+
"path": "test/2020/CSAW-Finals/crypto/the_matrix"
|
| 274 |
+
},
|
| 275 |
+
"2020f-cry-jackpot": {
|
| 276 |
+
"year": "2020",
|
| 277 |
+
"event": "CSAW-Finals",
|
| 278 |
+
"category": "crypto",
|
| 279 |
+
"challenge": "jackpot",
|
| 280 |
+
"path": "test/2020/CSAW-Finals/crypto/jackpot"
|
| 281 |
+
},
|
| 282 |
+
"2020f-web-snailrace1": {
|
| 283 |
+
"year": "2020",
|
| 284 |
+
"event": "CSAW-Finals",
|
| 285 |
+
"category": "web",
|
| 286 |
+
"challenge": "snailrace1",
|
| 287 |
+
"path": "test/2020/CSAW-Finals/web/snailrace1"
|
| 288 |
+
},
|
| 289 |
+
"2020f-web-picgram": {
|
| 290 |
+
"year": "2020",
|
| 291 |
+
"event": "CSAW-Finals",
|
| 292 |
+
"category": "web",
|
| 293 |
+
"challenge": "picgram",
|
| 294 |
+
"path": "test/2020/CSAW-Finals/web/picgram"
|
| 295 |
+
},
|
| 296 |
+
"2020f-web-sharkfacts": {
|
| 297 |
+
"year": "2020",
|
| 298 |
+
"event": "CSAW-Finals",
|
| 299 |
+
"category": "web",
|
| 300 |
+
"challenge": "sharkfacts",
|
| 301 |
+
"path": "test/2020/CSAW-Finals/web/sharkfacts"
|
| 302 |
+
},
|
| 303 |
+
"2020f-pwn-darkunion1": {
|
| 304 |
+
"year": "2020",
|
| 305 |
+
"event": "CSAW-Finals",
|
| 306 |
+
"category": "pwn",
|
| 307 |
+
"challenge": "darkunion1",
|
| 308 |
+
"path": "test/2020/CSAW-Finals/pwn/darkunion1"
|
| 309 |
+
},
|
| 310 |
+
"2020q-rev-not_malware": {
|
| 311 |
+
"year": "2020",
|
| 312 |
+
"event": "CSAW-Quals",
|
| 313 |
+
"category": "rev",
|
| 314 |
+
"challenge": "not_malware",
|
| 315 |
+
"path": "test/2020/CSAW-Quals/rev/not_malware"
|
| 316 |
+
},
|
| 317 |
+
"2020q-rev-ezbreezy": {
|
| 318 |
+
"year": "2020",
|
| 319 |
+
"event": "CSAW-Quals",
|
| 320 |
+
"category": "rev",
|
| 321 |
+
"challenge": "ezbreezy",
|
| 322 |
+
"path": "test/2020/CSAW-Quals/rev/ezbreezy"
|
| 323 |
+
},
|
| 324 |
+
"2020q-rev-baby_mult": {
|
| 325 |
+
"year": "2020",
|
| 326 |
+
"event": "CSAW-Quals",
|
| 327 |
+
"category": "rev",
|
| 328 |
+
"challenge": "baby_mult",
|
| 329 |
+
"path": "test/2020/CSAW-Quals/rev/baby_mult"
|
| 330 |
+
},
|
| 331 |
+
"2020q-cry-authy": {
|
| 332 |
+
"year": "2020",
|
| 333 |
+
"event": "CSAW-Quals",
|
| 334 |
+
"category": "crypto",
|
| 335 |
+
"challenge": "authy",
|
| 336 |
+
"path": "test/2020/CSAW-Quals/crypto/authy"
|
| 337 |
+
},
|
| 338 |
+
"2020q-cry-difib": {
|
| 339 |
+
"year": "2020",
|
| 340 |
+
"event": "CSAW-Quals",
|
| 341 |
+
"category": "crypto",
|
| 342 |
+
"challenge": "difib",
|
| 343 |
+
"path": "test/2020/CSAW-Quals/crypto/difib"
|
| 344 |
+
},
|
| 345 |
+
"2020q-cry-perfect_secrecy": {
|
| 346 |
+
"year": "2020",
|
| 347 |
+
"event": "CSAW-Quals",
|
| 348 |
+
"category": "crypto",
|
| 349 |
+
"challenge": "perfect_secrecy",
|
| 350 |
+
"path": "test/2020/CSAW-Quals/crypto/perfect_secrecy"
|
| 351 |
+
},
|
| 352 |
+
"2020q-cry-adversarial": {
|
| 353 |
+
"year": "2020",
|
| 354 |
+
"event": "CSAW-Quals",
|
| 355 |
+
"category": "crypto",
|
| 356 |
+
"challenge": "adversarial",
|
| 357 |
+
"path": "test/2020/CSAW-Quals/crypto/adversarial"
|
| 358 |
+
},
|
| 359 |
+
"2020q-cry-smallsurp": {
|
| 360 |
+
"year": "2020",
|
| 361 |
+
"event": "CSAW-Quals",
|
| 362 |
+
"category": "crypto",
|
| 363 |
+
"challenge": "smallsurp",
|
| 364 |
+
"path": "test/2020/CSAW-Quals/crypto/smallsurp"
|
| 365 |
+
},
|
| 366 |
+
"2020q-cry-modus_operandi": {
|
| 367 |
+
"year": "2020",
|
| 368 |
+
"event": "CSAW-Quals",
|
| 369 |
+
"category": "crypto",
|
| 370 |
+
"challenge": "modus_operandi",
|
| 371 |
+
"path": "test/2020/CSAW-Quals/crypto/modus_operandi"
|
| 372 |
+
},
|
| 373 |
+
"2020q-pwn-thebardsfail": {
|
| 374 |
+
"year": "2020",
|
| 375 |
+
"event": "CSAW-Quals",
|
| 376 |
+
"category": "pwn",
|
| 377 |
+
"challenge": "thebardsfail",
|
| 378 |
+
"path": "test/2020/CSAW-Quals/pwn/thebardsfail"
|
| 379 |
+
},
|
| 380 |
+
"2020q-pwn-slithery": {
|
| 381 |
+
"year": "2020",
|
| 382 |
+
"event": "CSAW-Quals",
|
| 383 |
+
"category": "pwn",
|
| 384 |
+
"challenge": "slithery",
|
| 385 |
+
"path": "test/2020/CSAW-Quals/pwn/slithery"
|
| 386 |
+
},
|
| 387 |
+
"2020q-pwn-grid": {
|
| 388 |
+
"year": "2020",
|
| 389 |
+
"event": "CSAW-Quals",
|
| 390 |
+
"category": "pwn",
|
| 391 |
+
"challenge": "grid",
|
| 392 |
+
"path": "test/2020/CSAW-Quals/pwn/grid"
|
| 393 |
+
},
|
| 394 |
+
"2020q-pwn-feather": {
|
| 395 |
+
"year": "2020",
|
| 396 |
+
"event": "CSAW-Quals",
|
| 397 |
+
"category": "pwn",
|
| 398 |
+
"challenge": "feather",
|
| 399 |
+
"path": "test/2020/CSAW-Quals/pwn/feather"
|
| 400 |
+
},
|
| 401 |
+
"2020q-pwn-blox2": {
|
| 402 |
+
"year": "2020",
|
| 403 |
+
"event": "CSAW-Quals",
|
| 404 |
+
"category": "pwn",
|
| 405 |
+
"challenge": "blox2",
|
| 406 |
+
"path": "test/2020/CSAW-Quals/pwn/blox2"
|
| 407 |
+
},
|
| 408 |
+
"2020q-pwn-pwnvoltex": {
|
| 409 |
+
"year": "2020",
|
| 410 |
+
"event": "CSAW-Quals",
|
| 411 |
+
"category": "pwn",
|
| 412 |
+
"challenge": "pwnvoltex",
|
| 413 |
+
"path": "test/2020/CSAW-Quals/pwn/pwnvoltex"
|
| 414 |
+
},
|
| 415 |
+
"2020q-pwn-roppity": {
|
| 416 |
+
"year": "2020",
|
| 417 |
+
"event": "CSAW-Quals",
|
| 418 |
+
"category": "pwn",
|
| 419 |
+
"challenge": "roppity",
|
| 420 |
+
"path": "test/2020/CSAW-Quals/pwn/roppity"
|
| 421 |
+
},
|
| 422 |
+
"2022f-rev-roulette": {
|
| 423 |
+
"year": "2022",
|
| 424 |
+
"event": "CSAW-Finals",
|
| 425 |
+
"category": "rev",
|
| 426 |
+
"challenge": "roulette",
|
| 427 |
+
"path": "test/2022/CSAW-Finals/rev/roulette"
|
| 428 |
+
},
|
| 429 |
+
"2022f-rev-parallel_vm": {
|
| 430 |
+
"year": "2022",
|
| 431 |
+
"event": "CSAW-Finals",
|
| 432 |
+
"category": "rev",
|
| 433 |
+
"challenge": "parallel vm",
|
| 434 |
+
"path": "test/2022/CSAW-Finals/rev/parallel vm"
|
| 435 |
+
},
|
| 436 |
+
"2022f-cry-open_ellipti_ph": {
|
| 437 |
+
"year": "2022",
|
| 438 |
+
"event": "CSAW-Finals",
|
| 439 |
+
"category": "crypto",
|
| 440 |
+
"challenge": "open-ELLIPTI-PH!",
|
| 441 |
+
"path": "test/2022/CSAW-Finals/crypto/open-ELLIPTI-PH!"
|
| 442 |
+
},
|
| 443 |
+
"2022f-cry-polly_crack_this": {
|
| 444 |
+
"year": "2022",
|
| 445 |
+
"event": "CSAW-Finals",
|
| 446 |
+
"category": "crypto",
|
| 447 |
+
"challenge": "polly-crack-this",
|
| 448 |
+
"path": "test/2022/CSAW-Finals/crypto/polly-crack-this"
|
| 449 |
+
},
|
| 450 |
+
"2022f-cry-m_ster_0f_prn9": {
|
| 451 |
+
"year": "2022",
|
| 452 |
+
"event": "CSAW-Finals",
|
| 453 |
+
"category": "crypto",
|
| 454 |
+
"challenge": "M@sTEr 0F PrN9",
|
| 455 |
+
"path": "test/2022/CSAW-Finals/crypto/M@sTEr 0F PrN9"
|
| 456 |
+
},
|
| 457 |
+
"2022f-cry-the_lengths_we_extend_ourselves": {
|
| 458 |
+
"year": "2022",
|
| 459 |
+
"event": "CSAW-Finals",
|
| 460 |
+
"category": "crypto",
|
| 461 |
+
"challenge": "The Lengths we Extend Ourselves",
|
| 462 |
+
"path": "test/2022/CSAW-Finals/crypto/The Lengths we Extend Ourselves"
|
| 463 |
+
},
|
| 464 |
+
"2022f-msc-farmlang": {
|
| 465 |
+
"year": "2022",
|
| 466 |
+
"event": "CSAW-Finals",
|
| 467 |
+
"category": "misc",
|
| 468 |
+
"challenge": "Farmlang",
|
| 469 |
+
"path": "test/2022/CSAW-Finals/misc/Farmlang"
|
| 470 |
+
},
|
| 471 |
+
"2022f-msc-embrey0_leak": {
|
| 472 |
+
"year": "2022",
|
| 473 |
+
"event": "CSAW-Finals",
|
| 474 |
+
"category": "misc",
|
| 475 |
+
"challenge": "eMbrEy0 LEaK",
|
| 476 |
+
"path": "test/2022/CSAW-Finals/misc/eMbrEy0 LEaK"
|
| 477 |
+
},
|
| 478 |
+
"2022f-msc-super_guesser_g_me": {
|
| 479 |
+
"year": "2022",
|
| 480 |
+
"event": "CSAW-Finals",
|
| 481 |
+
"category": "misc",
|
| 482 |
+
"challenge": "SupEr GUeSsEr G@me",
|
| 483 |
+
"path": "test/2022/CSAW-Finals/misc/SupEr GUeSsEr G@me"
|
| 484 |
+
},
|
| 485 |
+
"2022f-pwn-salt_server": {
|
| 486 |
+
"year": "2022",
|
| 487 |
+
"event": "CSAW-Finals",
|
| 488 |
+
"category": "pwn",
|
| 489 |
+
"challenge": "Salt Server",
|
| 490 |
+
"path": "test/2022/CSAW-Finals/pwn/Salt Server"
|
| 491 |
+
},
|
| 492 |
+
"2022f-pwn-cryptopwn": {
|
| 493 |
+
"year": "2022",
|
| 494 |
+
"event": "CSAW-Finals",
|
| 495 |
+
"category": "pwn",
|
| 496 |
+
"challenge": "CryptoPwn",
|
| 497 |
+
"path": "test/2022/CSAW-Finals/pwn/CryptoPwn"
|
| 498 |
+
},
|
| 499 |
+
"2022q-rev-dockreleakage": {
|
| 500 |
+
"year": "2022",
|
| 501 |
+
"event": "CSAW-Quals",
|
| 502 |
+
"category": "rev",
|
| 503 |
+
"challenge": "dockREleakage",
|
| 504 |
+
"path": "test/2022/CSAW-Quals/rev/dockREleakage"
|
| 505 |
+
},
|
| 506 |
+
"2022q-rev-game": {
|
| 507 |
+
"year": "2022",
|
| 508 |
+
"event": "CSAW-Quals",
|
| 509 |
+
"category": "rev",
|
| 510 |
+
"challenge": "game",
|
| 511 |
+
"path": "test/2022/CSAW-Quals/rev/game"
|
| 512 |
+
},
|
| 513 |
+
"2022q-rev-anyagacha": {
|
| 514 |
+
"year": "2022",
|
| 515 |
+
"event": "CSAW-Quals",
|
| 516 |
+
"category": "rev",
|
| 517 |
+
"challenge": "AnyaGacha",
|
| 518 |
+
"path": "test/2022/CSAW-Quals/rev/AnyaGacha"
|
| 519 |
+
},
|
| 520 |
+
"2022q-rev-the_big_bang": {
|
| 521 |
+
"year": "2022",
|
| 522 |
+
"event": "CSAW-Quals",
|
| 523 |
+
"category": "rev",
|
| 524 |
+
"challenge": "the_big_bang",
|
| 525 |
+
"path": "test/2022/CSAW-Quals/rev/the_big_bang"
|
| 526 |
+
},
|
| 527 |
+
"2022q-cry-beyond_quantum": {
|
| 528 |
+
"year": "2022",
|
| 529 |
+
"event": "CSAW-Quals",
|
| 530 |
+
"category": "crypto",
|
| 531 |
+
"challenge": "Beyond-Quantum",
|
| 532 |
+
"path": "test/2022/CSAW-Quals/crypto/Beyond-Quantum"
|
| 533 |
+
},
|
| 534 |
+
"2022q-cry-too_much_in_common": {
|
| 535 |
+
"year": "2022",
|
| 536 |
+
"event": "CSAW-Quals",
|
| 537 |
+
"category": "crypto",
|
| 538 |
+
"challenge": "too-much-in-common",
|
| 539 |
+
"path": "test/2022/CSAW-Quals/crypto/too-much-in-common"
|
| 540 |
+
},
|
| 541 |
+
"2022q-cry-gift_shop": {
|
| 542 |
+
"year": "2022",
|
| 543 |
+
"event": "CSAW-Quals",
|
| 544 |
+
"category": "crypto",
|
| 545 |
+
"challenge": "gift-shop",
|
| 546 |
+
"path": "test/2022/CSAW-Quals/crypto/gift-shop"
|
| 547 |
+
},
|
| 548 |
+
"2022q-cry-gotta_crack_them_all": {
|
| 549 |
+
"year": "2022",
|
| 550 |
+
"event": "CSAW-Quals",
|
| 551 |
+
"category": "crypto",
|
| 552 |
+
"challenge": "gotta-crack-them-all",
|
| 553 |
+
"path": "test/2022/CSAW-Quals/crypto/gotta-crack-them-all"
|
| 554 |
+
},
|
| 555 |
+
"2022q-cry-not_too_taxing": {
|
| 556 |
+
"year": "2022",
|
| 557 |
+
"event": "CSAW-Quals",
|
| 558 |
+
"category": "crypto",
|
| 559 |
+
"challenge": "not-too-taxing",
|
| 560 |
+
"path": "test/2022/CSAW-Quals/crypto/not-too-taxing"
|
| 561 |
+
},
|
| 562 |
+
"2022q-msc-quantum_leap": {
|
| 563 |
+
"year": "2022",
|
| 564 |
+
"event": "CSAW-Quals",
|
| 565 |
+
"category": "misc",
|
| 566 |
+
"challenge": "quantum-leap",
|
| 567 |
+
"path": "test/2022/CSAW-Quals/misc/quantum-leap"
|
| 568 |
+
},
|
| 569 |
+
"2022q-msc-ezmaze": {
|
| 570 |
+
"year": "2022",
|
| 571 |
+
"event": "CSAW-Quals",
|
| 572 |
+
"category": "misc",
|
| 573 |
+
"challenge": "ezMaze",
|
| 574 |
+
"path": "test/2022/CSAW-Quals/misc/ezMaze"
|
| 575 |
+
},
|
| 576 |
+
"2022q-msc-cattheflag": {
|
| 577 |
+
"year": "2022",
|
| 578 |
+
"event": "CSAW-Quals",
|
| 579 |
+
"category": "misc",
|
| 580 |
+
"challenge": "CatTheFlag",
|
| 581 |
+
"path": "test/2022/CSAW-Quals/misc/CatTheFlag"
|
| 582 |
+
},
|
| 583 |
+
"2022q-pwn-ezrop": {
|
| 584 |
+
"year": "2022",
|
| 585 |
+
"event": "CSAW-Quals",
|
| 586 |
+
"category": "pwn",
|
| 587 |
+
"challenge": "ezROP",
|
| 588 |
+
"path": "test/2022/CSAW-Quals/pwn/ezROP"
|
| 589 |
+
},
|
| 590 |
+
"2022q-pwn-unsafe_linking": {
|
| 591 |
+
"year": "2022",
|
| 592 |
+
"event": "CSAW-Quals",
|
| 593 |
+
"category": "pwn",
|
| 594 |
+
"challenge": "unsafe-linking",
|
| 595 |
+
"path": "test/2022/CSAW-Quals/pwn/unsafe-linking"
|
| 596 |
+
},
|
| 597 |
+
"2023f-rev-unvirtualization": {
|
| 598 |
+
"year": "2023",
|
| 599 |
+
"event": "CSAW-Finals",
|
| 600 |
+
"category": "rev",
|
| 601 |
+
"challenge": "unVirtualization",
|
| 602 |
+
"path": "test/2023/CSAW-Finals/rev/unVirtualization"
|
| 603 |
+
},
|
| 604 |
+
"2023f-rev-cell": {
|
| 605 |
+
"year": "2023",
|
| 606 |
+
"event": "CSAW-Finals",
|
| 607 |
+
"category": "rev",
|
| 608 |
+
"challenge": "cell",
|
| 609 |
+
"path": "test/2023/CSAW-Finals/rev/cell"
|
| 610 |
+
},
|
| 611 |
+
"2023f-rev-virtualization": {
|
| 612 |
+
"year": "2023",
|
| 613 |
+
"event": "CSAW-Finals",
|
| 614 |
+
"category": "rev",
|
| 615 |
+
"challenge": "Virtualization",
|
| 616 |
+
"path": "test/2023/CSAW-Finals/rev/Virtualization"
|
| 617 |
+
},
|
| 618 |
+
"2023f-cry-nervcenter": {
|
| 619 |
+
"year": "2023",
|
| 620 |
+
"event": "CSAW-Finals",
|
| 621 |
+
"category": "crypto",
|
| 622 |
+
"challenge": "nervcenter",
|
| 623 |
+
"path": "test/2023/CSAW-Finals/crypto/nervcenter"
|
| 624 |
+
},
|
| 625 |
+
"2023f-cry-textbook_rsa": {
|
| 626 |
+
"year": "2023",
|
| 627 |
+
"event": "CSAW-Finals",
|
| 628 |
+
"category": "crypto",
|
| 629 |
+
"challenge": "Textbook-RSA",
|
| 630 |
+
"path": "test/2023/CSAW-Finals/crypto/Textbook-RSA"
|
| 631 |
+
},
|
| 632 |
+
"2023f-cry-describeme": {
|
| 633 |
+
"year": "2023",
|
| 634 |
+
"event": "CSAW-Finals",
|
| 635 |
+
"category": "crypto",
|
| 636 |
+
"challenge": "DescribeMe",
|
| 637 |
+
"path": "test/2023/CSAW-Finals/crypto/DescribeMe"
|
| 638 |
+
},
|
| 639 |
+
"2023f-for-forensings": {
|
| 640 |
+
"year": "2023",
|
| 641 |
+
"event": "CSAW-Finals",
|
| 642 |
+
"category": "forensics",
|
| 643 |
+
"challenge": "forensings",
|
| 644 |
+
"path": "test/2023/CSAW-Finals/forensics/forensings"
|
| 645 |
+
},
|
| 646 |
+
"2023f-for-hypokrinesthai": {
|
| 647 |
+
"year": "2023",
|
| 648 |
+
"event": "CSAW-Finals",
|
| 649 |
+
"category": "forensics",
|
| 650 |
+
"challenge": "hypokrinesthai",
|
| 651 |
+
"path": "test/2023/CSAW-Finals/forensics/hypokrinesthai"
|
| 652 |
+
},
|
| 653 |
+
"2023f-for-floating_points": {
|
| 654 |
+
"year": "2023",
|
| 655 |
+
"event": "CSAW-Finals",
|
| 656 |
+
"category": "forensics",
|
| 657 |
+
"challenge": "floating_points",
|
| 658 |
+
"path": "test/2023/CSAW-Finals/forensics/floating_points"
|
| 659 |
+
},
|
| 660 |
+
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|
| 661 |
+
"year": "2023",
|
| 662 |
+
"event": "CSAW-Finals",
|
| 663 |
+
"category": "forensics",
|
| 664 |
+
"challenge": "ancient-forensics",
|
| 665 |
+
"path": "test/2023/CSAW-Finals/forensics/ancient-forensics"
|
| 666 |
+
},
|
| 667 |
+
"2023f-for-emoji": {
|
| 668 |
+
"year": "2023",
|
| 669 |
+
"event": "CSAW-Finals",
|
| 670 |
+
"category": "forensics",
|
| 671 |
+
"challenge": "emoji",
|
| 672 |
+
"path": "test/2023/CSAW-Finals/forensics/emoji"
|
| 673 |
+
},
|
| 674 |
+
"2023f-msc-pyjail": {
|
| 675 |
+
"year": "2023",
|
| 676 |
+
"event": "CSAW-Finals",
|
| 677 |
+
"category": "misc",
|
| 678 |
+
"challenge": "pyjail",
|
| 679 |
+
"path": "test/2023/CSAW-Finals/misc/pyjail"
|
| 680 |
+
},
|
| 681 |
+
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|
| 682 |
+
"year": "2023",
|
| 683 |
+
"event": "CSAW-Finals",
|
| 684 |
+
"category": "misc",
|
| 685 |
+
"challenge": "vectors_machine",
|
| 686 |
+
"path": "test/2023/CSAW-Finals/misc/vectors_machine"
|
| 687 |
+
},
|
| 688 |
+
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|
| 689 |
+
"year": "2023",
|
| 690 |
+
"event": "CSAW-Finals",
|
| 691 |
+
"category": "misc",
|
| 692 |
+
"challenge": "urkel",
|
| 693 |
+
"path": "test/2023/CSAW-Finals/misc/urkel"
|
| 694 |
+
},
|
| 695 |
+
"2023f-msc-sigmaslogistics": {
|
| 696 |
+
"year": "2023",
|
| 697 |
+
"event": "CSAW-Finals",
|
| 698 |
+
"category": "misc",
|
| 699 |
+
"challenge": "sigmaslogistics",
|
| 700 |
+
"path": "test/2023/CSAW-Finals/misc/sigmaslogistics"
|
| 701 |
+
},
|
| 702 |
+
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|
| 703 |
+
"year": "2023",
|
| 704 |
+
"event": "CSAW-Finals",
|
| 705 |
+
"category": "web",
|
| 706 |
+
"challenge": "ShreeRamQuest",
|
| 707 |
+
"path": "test/2023/CSAW-Finals/web/ShreeRamQuest"
|
| 708 |
+
},
|
| 709 |
+
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|
| 710 |
+
"year": "2023",
|
| 711 |
+
"event": "CSAW-Finals",
|
| 712 |
+
"category": "web",
|
| 713 |
+
"challenge": "triathlon_or_sprint",
|
| 714 |
+
"path": "test/2023/CSAW-Finals/web/triathlon_or_sprint"
|
| 715 |
+
},
|
| 716 |
+
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|
| 717 |
+
"year": "2023",
|
| 718 |
+
"event": "CSAW-Finals",
|
| 719 |
+
"category": "pwn",
|
| 720 |
+
"challenge": "Virtualization-pwn",
|
| 721 |
+
"path": "test/2023/CSAW-Finals/pwn/Virtualization-pwn"
|
| 722 |
+
},
|
| 723 |
+
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|
| 724 |
+
"year": "2023",
|
| 725 |
+
"event": "CSAW-Finals",
|
| 726 |
+
"category": "pwn",
|
| 727 |
+
"challenge": "brainflop",
|
| 728 |
+
"path": "test/2023/CSAW-Finals/pwn/brainflop"
|
| 729 |
+
},
|
| 730 |
+
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|
| 731 |
+
"year": "2023",
|
| 732 |
+
"event": "CSAW-Quals",
|
| 733 |
+
"category": "rev",
|
| 734 |
+
"challenge": "whataxor",
|
| 735 |
+
"path": "test/2023/CSAW-Quals/rev/whataxor"
|
| 736 |
+
},
|
| 737 |
+
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|
| 738 |
+
"year": "2023",
|
| 739 |
+
"event": "CSAW-Quals",
|
| 740 |
+
"category": "rev",
|
| 741 |
+
"challenge": "baby's first",
|
| 742 |
+
"path": "test/2023/CSAW-Quals/rev/baby's first"
|
| 743 |
+
},
|
| 744 |
+
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|
| 745 |
+
"year": "2023",
|
| 746 |
+
"event": "CSAW-Quals",
|
| 747 |
+
"category": "rev",
|
| 748 |
+
"challenge": "rox",
|
| 749 |
+
"path": "test/2023/CSAW-Quals/rev/rox"
|
| 750 |
+
},
|
| 751 |
+
"2023q-rev-rebug_2": {
|
| 752 |
+
"year": "2023",
|
| 753 |
+
"event": "CSAW-Quals",
|
| 754 |
+
"category": "rev",
|
| 755 |
+
"challenge": "rebug 2",
|
| 756 |
+
"path": "test/2023/CSAW-Quals/rev/rebug 2"
|
| 757 |
+
},
|
| 758 |
+
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|
| 759 |
+
"year": "2023",
|
| 760 |
+
"event": "CSAW-Quals",
|
| 761 |
+
"category": "rev",
|
| 762 |
+
"challenge": "baby's third",
|
| 763 |
+
"path": "test/2023/CSAW-Quals/rev/baby's third"
|
| 764 |
+
},
|
| 765 |
+
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|
| 766 |
+
"year": "2023",
|
| 767 |
+
"event": "CSAW-Quals",
|
| 768 |
+
"category": "rev",
|
| 769 |
+
"challenge": "rebug 1",
|
| 770 |
+
"path": "test/2023/CSAW-Quals/rev/rebug 1"
|
| 771 |
+
},
|
| 772 |
+
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|
| 773 |
+
"year": "2023",
|
| 774 |
+
"event": "CSAW-Quals",
|
| 775 |
+
"category": "crypto",
|
| 776 |
+
"challenge": "mental-poker",
|
| 777 |
+
"path": "test/2023/CSAW-Quals/crypto/mental-poker"
|
| 778 |
+
},
|
| 779 |
+
"2023q-cry-circles": {
|
| 780 |
+
"year": "2023",
|
| 781 |
+
"event": "CSAW-Quals",
|
| 782 |
+
"category": "crypto",
|
| 783 |
+
"challenge": "circles",
|
| 784 |
+
"path": "test/2023/CSAW-Quals/crypto/circles"
|
| 785 |
+
},
|
| 786 |
+
"2023q-cry-lottery": {
|
| 787 |
+
"year": "2023",
|
| 788 |
+
"event": "CSAW-Quals",
|
| 789 |
+
"category": "crypto",
|
| 790 |
+
"challenge": "lottery",
|
| 791 |
+
"path": "test/2023/CSAW-Quals/crypto/lottery"
|
| 792 |
+
},
|
| 793 |
+
"2023q-for-br3akth3vau1t": {
|
| 794 |
+
"year": "2023",
|
| 795 |
+
"event": "CSAW-Quals",
|
| 796 |
+
"category": "forensics",
|
| 797 |
+
"challenge": "Br3akTh3Vau1t",
|
| 798 |
+
"path": "test/2023/CSAW-Quals/forensics/Br3akTh3Vau1t"
|
| 799 |
+
},
|
| 800 |
+
"2023q-for-1black0white": {
|
| 801 |
+
"year": "2023",
|
| 802 |
+
"event": "CSAW-Quals",
|
| 803 |
+
"category": "forensics",
|
| 804 |
+
"challenge": "1black0white",
|
| 805 |
+
"path": "test/2023/CSAW-Quals/forensics/1black0white"
|
| 806 |
+
},
|
| 807 |
+
"2023q-msc-android_dropper": {
|
| 808 |
+
"year": "2023",
|
| 809 |
+
"event": "CSAW-Quals",
|
| 810 |
+
"category": "misc",
|
| 811 |
+
"challenge": "android-dropper",
|
| 812 |
+
"path": "test/2023/CSAW-Quals/misc/android-dropper"
|
| 813 |
+
},
|
| 814 |
+
"2023q-msc-tradinggame": {
|
| 815 |
+
"year": "2023",
|
| 816 |
+
"event": "CSAW-Quals",
|
| 817 |
+
"category": "misc",
|
| 818 |
+
"challenge": "TradingGame",
|
| 819 |
+
"path": "test/2023/CSAW-Quals/misc/TradingGame"
|
| 820 |
+
},
|
| 821 |
+
"2023q-msc-linear_aggressor": {
|
| 822 |
+
"year": "2023",
|
| 823 |
+
"event": "CSAW-Quals",
|
| 824 |
+
"category": "misc",
|
| 825 |
+
"challenge": "linear_aggressor",
|
| 826 |
+
"path": "test/2023/CSAW-Quals/misc/linear_aggressor"
|
| 827 |
+
},
|
| 828 |
+
"2023q-web-cookie_injection": {
|
| 829 |
+
"year": "2023",
|
| 830 |
+
"event": "CSAW-Quals",
|
| 831 |
+
"category": "web",
|
| 832 |
+
"challenge": "cookie-injection",
|
| 833 |
+
"path": "test/2023/CSAW-Quals/web/cookie-injection"
|
| 834 |
+
},
|
| 835 |
+
"2023q-web-philanthropy": {
|
| 836 |
+
"year": "2023",
|
| 837 |
+
"event": "CSAW-Quals",
|
| 838 |
+
"category": "web",
|
| 839 |
+
"challenge": "philanthropy",
|
| 840 |
+
"path": "test/2023/CSAW-Quals/web/philanthropy"
|
| 841 |
+
},
|
| 842 |
+
"2023q-web-rainbow_notes": {
|
| 843 |
+
"year": "2023",
|
| 844 |
+
"event": "CSAW-Quals",
|
| 845 |
+
"category": "web",
|
| 846 |
+
"challenge": "rainbow-notes",
|
| 847 |
+
"path": "test/2023/CSAW-Quals/web/rainbow-notes"
|
| 848 |
+
},
|
| 849 |
+
"2023q-web-smug_dino": {
|
| 850 |
+
"year": "2023",
|
| 851 |
+
"event": "CSAW-Quals",
|
| 852 |
+
"category": "web",
|
| 853 |
+
"challenge": "smug-dino",
|
| 854 |
+
"path": "test/2023/CSAW-Quals/web/smug-dino"
|
| 855 |
+
},
|
| 856 |
+
"2023q-pwn-unlimited_subway": {
|
| 857 |
+
"year": "2023",
|
| 858 |
+
"event": "CSAW-Quals",
|
| 859 |
+
"category": "pwn",
|
| 860 |
+
"challenge": "unlimited_subway",
|
| 861 |
+
"path": "test/2023/CSAW-Quals/pwn/unlimited_subway"
|
| 862 |
+
},
|
| 863 |
+
"2023q-pwn-target_practice": {
|
| 864 |
+
"year": "2023",
|
| 865 |
+
"event": "CSAW-Quals",
|
| 866 |
+
"category": "pwn",
|
| 867 |
+
"challenge": "target practice",
|
| 868 |
+
"path": "test/2023/CSAW-Quals/pwn/target practice"
|
| 869 |
+
},
|
| 870 |
+
"2023q-pwn-puffin": {
|
| 871 |
+
"year": "2023",
|
| 872 |
+
"event": "CSAW-Quals",
|
| 873 |
+
"category": "pwn",
|
| 874 |
+
"challenge": "puffin",
|
| 875 |
+
"path": "test/2023/CSAW-Quals/pwn/puffin"
|
| 876 |
+
},
|
| 877 |
+
"2023q-pwn-my_first_pwnie": {
|
| 878 |
+
"year": "2023",
|
| 879 |
+
"event": "CSAW-Quals",
|
| 880 |
+
"category": "pwn",
|
| 881 |
+
"challenge": "my_first_pwnie",
|
| 882 |
+
"path": "test/2023/CSAW-Quals/pwn/my_first_pwnie"
|
| 883 |
+
},
|
| 884 |
+
"2019f-rev-wrangly": {
|
| 885 |
+
"year": "2019",
|
| 886 |
+
"event": "CSAW-Finals",
|
| 887 |
+
"category": "rev",
|
| 888 |
+
"challenge": "wrangly",
|
| 889 |
+
"path": "test/2019/CSAW-Finals/rev/wrangly"
|
| 890 |
+
},
|
| 891 |
+
"2019f-rev-mystery_boi": {
|
| 892 |
+
"year": "2019",
|
| 893 |
+
"event": "CSAW-Finals",
|
| 894 |
+
"category": "rev",
|
| 895 |
+
"challenge": "mystery_boi",
|
| 896 |
+
"path": "test/2019/CSAW-Finals/rev/mystery_boi"
|
| 897 |
+
},
|
| 898 |
+
"2019f-rev-steady_counting": {
|
| 899 |
+
"year": "2019",
|
| 900 |
+
"event": "CSAW-Finals",
|
| 901 |
+
"category": "rev",
|
| 902 |
+
"challenge": "steady_counting",
|
| 903 |
+
"path": "test/2019/CSAW-Finals/rev/steady_counting"
|
| 904 |
+
},
|
| 905 |
+
"2019f-cry-macrypto": {
|
| 906 |
+
"year": "2019",
|
| 907 |
+
"event": "CSAW-Finals",
|
| 908 |
+
"category": "crypto",
|
| 909 |
+
"challenge": "macrypto",
|
| 910 |
+
"path": "test/2019/CSAW-Finals/crypto/macrypto"
|
| 911 |
+
},
|
| 912 |
+
"2019f-msc-alive": {
|
| 913 |
+
"year": "2019",
|
| 914 |
+
"event": "CSAW-Finals",
|
| 915 |
+
"category": "misc",
|
| 916 |
+
"challenge": "alive",
|
| 917 |
+
"path": "test/2019/CSAW-Finals/misc/alive"
|
| 918 |
+
},
|
| 919 |
+
"2019f-web-biometric": {
|
| 920 |
+
"year": "2019",
|
| 921 |
+
"event": "CSAW-Finals",
|
| 922 |
+
"category": "web",
|
| 923 |
+
"challenge": "biometric",
|
| 924 |
+
"path": "test/2019/CSAW-Finals/web/biometric"
|
| 925 |
+
},
|
| 926 |
+
"2019f-pwn-arevenge": {
|
| 927 |
+
"year": "2019",
|
| 928 |
+
"event": "CSAW-Finals",
|
| 929 |
+
"category": "pwn",
|
| 930 |
+
"challenge": "arevenge",
|
| 931 |
+
"path": "test/2019/CSAW-Finals/pwn/arevenge"
|
| 932 |
+
},
|
| 933 |
+
"2019q-rev-beleaf": {
|
| 934 |
+
"year": "2019",
|
| 935 |
+
"event": "CSAW-Quals",
|
| 936 |
+
"category": "rev",
|
| 937 |
+
"challenge": "beleaf",
|
| 938 |
+
"path": "test/2019/CSAW-Quals/rev/beleaf"
|
| 939 |
+
},
|
| 940 |
+
"2019q-rev-call_site": {
|
| 941 |
+
"year": "2019",
|
| 942 |
+
"event": "CSAW-Quals",
|
| 943 |
+
"category": "rev",
|
| 944 |
+
"challenge": "call_site",
|
| 945 |
+
"path": "test/2019/CSAW-Quals/rev/call_site"
|
| 946 |
+
},
|
| 947 |
+
"2019q-rev-gibberish_check": {
|
| 948 |
+
"year": "2019",
|
| 949 |
+
"event": "CSAW-Quals",
|
| 950 |
+
"category": "rev",
|
| 951 |
+
"challenge": "gibberish_check",
|
| 952 |
+
"path": "test/2019/CSAW-Quals/rev/gibberish_check"
|
| 953 |
+
},
|
| 954 |
+
"2019q-rev-halfpike": {
|
| 955 |
+
"year": "2019",
|
| 956 |
+
"event": "CSAW-Quals",
|
| 957 |
+
"category": "rev",
|
| 958 |
+
"challenge": "halfpike",
|
| 959 |
+
"path": "test/2019/CSAW-Quals/rev/halfpike"
|
| 960 |
+
},
|
| 961 |
+
"2019q-rev-wizkid": {
|
| 962 |
+
"year": "2019",
|
| 963 |
+
"event": "CSAW-Quals",
|
| 964 |
+
"category": "rev",
|
| 965 |
+
"challenge": "wizkid",
|
| 966 |
+
"path": "test/2019/CSAW-Quals/rev/wizkid"
|
| 967 |
+
},
|
| 968 |
+
"2019q-cry-des2bites": {
|
| 969 |
+
"year": "2019",
|
| 970 |
+
"event": "CSAW-Quals",
|
| 971 |
+
"category": "crypto",
|
| 972 |
+
"challenge": "DES2Bites",
|
| 973 |
+
"path": "test/2019/CSAW-Quals/crypto/DES2Bites"
|
| 974 |
+
},
|
| 975 |
+
"2019q-cry-brillouin": {
|
| 976 |
+
"year": "2019",
|
| 977 |
+
"event": "CSAW-Quals",
|
| 978 |
+
"category": "crypto",
|
| 979 |
+
"challenge": "brillouin",
|
| 980 |
+
"path": "test/2019/CSAW-Quals/crypto/brillouin"
|
| 981 |
+
},
|
| 982 |
+
"2019q-cry-count_on_me": {
|
| 983 |
+
"year": "2019",
|
| 984 |
+
"event": "CSAW-Quals",
|
| 985 |
+
"category": "crypto",
|
| 986 |
+
"challenge": "count_on_me",
|
| 987 |
+
"path": "test/2019/CSAW-Quals/crypto/count_on_me"
|
| 988 |
+
},
|
| 989 |
+
"2019q-cry-super_curve": {
|
| 990 |
+
"year": "2019",
|
| 991 |
+
"event": "CSAW-Quals",
|
| 992 |
+
"category": "crypto",
|
| 993 |
+
"challenge": "super_curve",
|
| 994 |
+
"path": "test/2019/CSAW-Quals/crypto/super_curve"
|
| 995 |
+
},
|
| 996 |
+
"2019q-cry-byte_me": {
|
| 997 |
+
"year": "2019",
|
| 998 |
+
"event": "CSAW-Quals",
|
| 999 |
+
"category": "crypto",
|
| 1000 |
+
"challenge": "byte_me",
|
| 1001 |
+
"path": "test/2019/CSAW-Quals/crypto/byte_me"
|
| 1002 |
+
},
|
| 1003 |
+
"2019q-pwn-pop_goes_the_printer": {
|
| 1004 |
+
"year": "2019",
|
| 1005 |
+
"event": "CSAW-Quals",
|
| 1006 |
+
"category": "pwn",
|
| 1007 |
+
"challenge": "pop_goes_the_printer",
|
| 1008 |
+
"path": "test/2019/CSAW-Quals/pwn/pop_goes_the_printer"
|
| 1009 |
+
},
|
| 1010 |
+
"2019q-pwn-got_milk": {
|
| 1011 |
+
"year": "2019",
|
| 1012 |
+
"event": "CSAW-Quals",
|
| 1013 |
+
"category": "pwn",
|
| 1014 |
+
"challenge": "got_milk",
|
| 1015 |
+
"path": "test/2019/CSAW-Quals/pwn/got_milk"
|
| 1016 |
+
},
|
| 1017 |
+
"2019q-pwn-popping_caps_2": {
|
| 1018 |
+
"year": "2019",
|
| 1019 |
+
"event": "CSAW-Quals",
|
| 1020 |
+
"category": "pwn",
|
| 1021 |
+
"challenge": "popping_caps_2",
|
| 1022 |
+
"path": "test/2019/CSAW-Quals/pwn/popping_caps_2"
|
| 1023 |
+
},
|
| 1024 |
+
"2019q-pwn-popping_caps": {
|
| 1025 |
+
"year": "2019",
|
| 1026 |
+
"event": "CSAW-Quals",
|
| 1027 |
+
"category": "pwn",
|
| 1028 |
+
"challenge": "popping_caps",
|
| 1029 |
+
"path": "test/2019/CSAW-Quals/pwn/popping_caps"
|
| 1030 |
+
},
|
| 1031 |
+
"2019q-pwn-small_boi": {
|
| 1032 |
+
"year": "2019",
|
| 1033 |
+
"event": "CSAW-Quals",
|
| 1034 |
+
"category": "pwn",
|
| 1035 |
+
"challenge": "small_boi",
|
| 1036 |
+
"path": "test/2019/CSAW-Quals/pwn/small_boi"
|
| 1037 |
+
},
|
| 1038 |
+
"2019q-pwn-baby_boi": {
|
| 1039 |
+
"year": "2019",
|
| 1040 |
+
"event": "CSAW-Quals",
|
| 1041 |
+
"category": "pwn",
|
| 1042 |
+
"challenge": "baby_boi",
|
| 1043 |
+
"path": "test/2019/CSAW-Quals/pwn/baby_boi"
|
| 1044 |
+
},
|
| 1045 |
+
"2019q-pwn-traveller": {
|
| 1046 |
+
"year": "2019",
|
| 1047 |
+
"event": "CSAW-Quals",
|
| 1048 |
+
"category": "pwn",
|
| 1049 |
+
"challenge": "traveller",
|
| 1050 |
+
"path": "test/2019/CSAW-Quals/pwn/traveller"
|
| 1051 |
+
},
|
| 1052 |
+
"2017f-rev-48_bit_yeet_lab": {
|
| 1053 |
+
"year": "2017",
|
| 1054 |
+
"event": "CSAW-Finals",
|
| 1055 |
+
"category": "rev",
|
| 1056 |
+
"challenge": "48-bit_yeet_lab",
|
| 1057 |
+
"path": "test/2017/CSAW-Finals/rev/48-bit_yeet_lab"
|
| 1058 |
+
},
|
| 1059 |
+
"2017f-rev-rusty_road": {
|
| 1060 |
+
"year": "2017",
|
| 1061 |
+
"event": "CSAW-Finals",
|
| 1062 |
+
"category": "rev",
|
| 1063 |
+
"challenge": "rusty_road",
|
| 1064 |
+
"path": "test/2017/CSAW-Finals/rev/rusty_road"
|
| 1065 |
+
},
|
| 1066 |
+
"2017f-rev-rabbithole": {
|
| 1067 |
+
"year": "2017",
|
| 1068 |
+
"event": "CSAW-Finals",
|
| 1069 |
+
"category": "rev",
|
| 1070 |
+
"challenge": "rabbithole",
|
| 1071 |
+
"path": "test/2017/CSAW-Finals/rev/rabbithole"
|
| 1072 |
+
},
|
| 1073 |
+
"2017f-cry-ecxor": {
|
| 1074 |
+
"year": "2017",
|
| 1075 |
+
"event": "CSAW-Finals",
|
| 1076 |
+
"category": "crypto",
|
| 1077 |
+
"challenge": "ECXOR",
|
| 1078 |
+
"path": "test/2017/CSAW-Finals/crypto/ECXOR"
|
| 1079 |
+
},
|
| 1080 |
+
"2017f-cry-lupin": {
|
| 1081 |
+
"year": "2017",
|
| 1082 |
+
"event": "CSAW-Finals",
|
| 1083 |
+
"category": "crypto",
|
| 1084 |
+
"challenge": "Lupin",
|
| 1085 |
+
"path": "test/2017/CSAW-Finals/crypto/Lupin"
|
| 1086 |
+
},
|
| 1087 |
+
"2017f-for-thoroughlystripped": {
|
| 1088 |
+
"year": "2017",
|
| 1089 |
+
"event": "CSAW-Finals",
|
| 1090 |
+
"category": "forensics",
|
| 1091 |
+
"challenge": "thoroughlyStripped",
|
| 1092 |
+
"path": "test/2017/CSAW-Finals/forensics/thoroughlyStripped"
|
| 1093 |
+
},
|
| 1094 |
+
"2017f-pwn-humm_sch_t": {
|
| 1095 |
+
"year": "2017",
|
| 1096 |
+
"event": "CSAW-Finals",
|
| 1097 |
+
"category": "pwn",
|
| 1098 |
+
"challenge": "Humm_sCh-t",
|
| 1099 |
+
"path": "test/2017/CSAW-Finals/pwn/Humm_sCh-t"
|
| 1100 |
+
},
|
| 1101 |
+
"2017q-rev-bananascript": {
|
| 1102 |
+
"year": "2017",
|
| 1103 |
+
"event": "CSAW-Quals",
|
| 1104 |
+
"category": "rev",
|
| 1105 |
+
"challenge": "bananascript",
|
| 1106 |
+
"path": "test/2017/CSAW-Quals/rev/bananascript"
|
| 1107 |
+
},
|
| 1108 |
+
"2017q-rev-tablez": {
|
| 1109 |
+
"year": "2017",
|
| 1110 |
+
"event": "CSAW-Quals",
|
| 1111 |
+
"category": "rev",
|
| 1112 |
+
"challenge": "tablez",
|
| 1113 |
+
"path": "test/2017/CSAW-Quals/rev/tablez"
|
| 1114 |
+
},
|
| 1115 |
+
"2017q-rev-realism": {
|
| 1116 |
+
"year": "2017",
|
| 1117 |
+
"event": "CSAW-Quals",
|
| 1118 |
+
"category": "rev",
|
| 1119 |
+
"challenge": "realism",
|
| 1120 |
+
"path": "test/2017/CSAW-Quals/rev/realism"
|
| 1121 |
+
},
|
| 1122 |
+
"2017q-rev-grumpcheck": {
|
| 1123 |
+
"year": "2017",
|
| 1124 |
+
"event": "CSAW-Quals",
|
| 1125 |
+
"category": "rev",
|
| 1126 |
+
"challenge": "grumpcheck",
|
| 1127 |
+
"path": "test/2017/CSAW-Quals/rev/grumpcheck"
|
| 1128 |
+
},
|
| 1129 |
+
"2017q-rev-prophecy": {
|
| 1130 |
+
"year": "2017",
|
| 1131 |
+
"event": "CSAW-Quals",
|
| 1132 |
+
"category": "rev",
|
| 1133 |
+
"challenge": "prophecy",
|
| 1134 |
+
"path": "test/2017/CSAW-Quals/rev/prophecy"
|
| 1135 |
+
},
|
| 1136 |
+
"2017q-rev-gopherz": {
|
| 1137 |
+
"year": "2017",
|
| 1138 |
+
"event": "CSAW-Quals",
|
| 1139 |
+
"category": "rev",
|
| 1140 |
+
"challenge": "gopherz",
|
| 1141 |
+
"path": "test/2017/CSAW-Quals/rev/gopherz"
|
| 1142 |
+
},
|
| 1143 |
+
"2017q-cry-another_xor": {
|
| 1144 |
+
"year": "2017",
|
| 1145 |
+
"event": "CSAW-Quals",
|
| 1146 |
+
"category": "crypto",
|
| 1147 |
+
"challenge": "another_xor",
|
| 1148 |
+
"path": "test/2017/CSAW-Quals/crypto/another_xor"
|
| 1149 |
+
},
|
| 1150 |
+
"2017q-cry-baby_crypt": {
|
| 1151 |
+
"year": "2017",
|
| 1152 |
+
"event": "CSAW-Quals",
|
| 1153 |
+
"category": "crypto",
|
| 1154 |
+
"challenge": "baby_crypt",
|
| 1155 |
+
"path": "test/2017/CSAW-Quals/crypto/baby_crypt"
|
| 1156 |
+
},
|
| 1157 |
+
"2017q-cry-almost_xor": {
|
| 1158 |
+
"year": "2017",
|
| 1159 |
+
"event": "CSAW-Quals",
|
| 1160 |
+
"category": "crypto",
|
| 1161 |
+
"challenge": "almost_xor",
|
| 1162 |
+
"path": "test/2017/CSAW-Quals/crypto/almost_xor"
|
| 1163 |
+
},
|
| 1164 |
+
"2017q-for-missed_registration": {
|
| 1165 |
+
"year": "2017",
|
| 1166 |
+
"event": "CSAW-Quals",
|
| 1167 |
+
"category": "forensics",
|
| 1168 |
+
"challenge": "missed_registration",
|
| 1169 |
+
"path": "test/2017/CSAW-Quals/forensics/missed_registration"
|
| 1170 |
+
},
|
| 1171 |
+
"2017q-for-best_router": {
|
| 1172 |
+
"year": "2017",
|
| 1173 |
+
"event": "CSAW-Quals",
|
| 1174 |
+
"category": "forensics",
|
| 1175 |
+
"challenge": "best_router",
|
| 1176 |
+
"path": "test/2017/CSAW-Quals/forensics/best_router"
|
| 1177 |
+
},
|
| 1178 |
+
"2017q-msc-cvv": {
|
| 1179 |
+
"year": "2017",
|
| 1180 |
+
"event": "CSAW-Quals",
|
| 1181 |
+
"category": "misc",
|
| 1182 |
+
"challenge": "cvv",
|
| 1183 |
+
"path": "test/2017/CSAW-Quals/misc/cvv"
|
| 1184 |
+
},
|
| 1185 |
+
"2017q-msc-serial": {
|
| 1186 |
+
"year": "2017",
|
| 1187 |
+
"event": "CSAW-Quals",
|
| 1188 |
+
"category": "misc",
|
| 1189 |
+
"challenge": "serial",
|
| 1190 |
+
"path": "test/2017/CSAW-Quals/misc/serial"
|
| 1191 |
+
},
|
| 1192 |
+
"2017q-web-littlequery": {
|
| 1193 |
+
"year": "2017",
|
| 1194 |
+
"event": "CSAW-Quals",
|
| 1195 |
+
"category": "web",
|
| 1196 |
+
"challenge": "littlequery",
|
| 1197 |
+
"path": "test/2017/CSAW-Quals/web/littlequery"
|
| 1198 |
+
},
|
| 1199 |
+
"2017q-web-orangev2": {
|
| 1200 |
+
"year": "2017",
|
| 1201 |
+
"event": "CSAW-Quals",
|
| 1202 |
+
"category": "web",
|
| 1203 |
+
"challenge": "orangev2",
|
| 1204 |
+
"path": "test/2017/CSAW-Quals/web/orangev2"
|
| 1205 |
+
},
|
| 1206 |
+
"2017q-web-orange": {
|
| 1207 |
+
"year": "2017",
|
| 1208 |
+
"event": "CSAW-Quals",
|
| 1209 |
+
"category": "web",
|
| 1210 |
+
"challenge": "orange",
|
| 1211 |
+
"path": "test/2017/CSAW-Quals/web/orange"
|
| 1212 |
+
},
|
| 1213 |
+
"2017q-web-notmycupofcoffe": {
|
| 1214 |
+
"year": "2017",
|
| 1215 |
+
"event": "CSAW-Quals",
|
| 1216 |
+
"category": "web",
|
| 1217 |
+
"challenge": "notmycupofcoffe",
|
| 1218 |
+
"path": "test/2017/CSAW-Quals/web/notmycupofcoffe"
|
| 1219 |
+
},
|
| 1220 |
+
"2017q-pwn-pilot": {
|
| 1221 |
+
"year": "2017",
|
| 1222 |
+
"event": "CSAW-Quals",
|
| 1223 |
+
"category": "pwn",
|
| 1224 |
+
"challenge": "pilot",
|
| 1225 |
+
"path": "test/2017/CSAW-Quals/pwn/pilot"
|
| 1226 |
+
},
|
| 1227 |
+
"2017q-pwn-zone": {
|
| 1228 |
+
"year": "2017",
|
| 1229 |
+
"event": "CSAW-Quals",
|
| 1230 |
+
"category": "pwn",
|
| 1231 |
+
"challenge": "zone",
|
| 1232 |
+
"path": "test/2017/CSAW-Quals/pwn/zone"
|
| 1233 |
+
},
|
| 1234 |
+
"2018f-rev-free_as_in_freedom": {
|
| 1235 |
+
"year": "2018",
|
| 1236 |
+
"event": "CSAW-Finals",
|
| 1237 |
+
"category": "rev",
|
| 1238 |
+
"challenge": "free_as_in_freedom",
|
| 1239 |
+
"path": "test/2018/CSAW-Finals/rev/free_as_in_freedom"
|
| 1240 |
+
},
|
| 1241 |
+
"2018f-rev-bdos": {
|
| 1242 |
+
"year": "2018",
|
| 1243 |
+
"event": "CSAW-Finals",
|
| 1244 |
+
"category": "rev",
|
| 1245 |
+
"challenge": "bdos",
|
| 1246 |
+
"path": "test/2018/CSAW-Finals/rev/bdos"
|
| 1247 |
+
},
|
| 1248 |
+
"2018f-rev-1nsayne": {
|
| 1249 |
+
"year": "2018",
|
| 1250 |
+
"event": "CSAW-Finals",
|
| 1251 |
+
"category": "rev",
|
| 1252 |
+
"challenge": "1nsayne",
|
| 1253 |
+
"path": "test/2018/CSAW-Finals/rev/1nsayne"
|
| 1254 |
+
},
|
| 1255 |
+
"2018f-cry-asr4cr": {
|
| 1256 |
+
"year": "2018",
|
| 1257 |
+
"event": "CSAW-Finals",
|
| 1258 |
+
"category": "crypto",
|
| 1259 |
+
"challenge": "asr4cr",
|
| 1260 |
+
"path": "test/2018/CSAW-Finals/crypto/asr4cr"
|
| 1261 |
+
},
|
| 1262 |
+
"2018f-cry-lost_mind": {
|
| 1263 |
+
"year": "2018",
|
| 1264 |
+
"event": "CSAW-Finals",
|
| 1265 |
+
"category": "crypto",
|
| 1266 |
+
"challenge": "lost_mind",
|
| 1267 |
+
"path": "test/2018/CSAW-Finals/crypto/lost_mind"
|
| 1268 |
+
},
|
| 1269 |
+
"2018f-cry-distastrous_security_apparatus": {
|
| 1270 |
+
"year": "2018",
|
| 1271 |
+
"event": "CSAW-Finals",
|
| 1272 |
+
"category": "crypto",
|
| 1273 |
+
"challenge": "distastrous_security_apparatus",
|
| 1274 |
+
"path": "test/2018/CSAW-Finals/crypto/distastrous_security_apparatus"
|
| 1275 |
+
},
|
| 1276 |
+
"2018f-msc-showdown": {
|
| 1277 |
+
"year": "2018",
|
| 1278 |
+
"event": "CSAW-Finals",
|
| 1279 |
+
"category": "misc",
|
| 1280 |
+
"challenge": "showdown",
|
| 1281 |
+
"path": "test/2018/CSAW-Finals/misc/showdown"
|
| 1282 |
+
},
|
| 1283 |
+
"2018f-msc-leaked_flag": {
|
| 1284 |
+
"year": "2018",
|
| 1285 |
+
"event": "CSAW-Finals",
|
| 1286 |
+
"category": "misc",
|
| 1287 |
+
"challenge": "leaked_flag",
|
| 1288 |
+
"path": "test/2018/CSAW-Finals/misc/leaked_flag"
|
| 1289 |
+
},
|
| 1290 |
+
"2018f-pwn-es1337": {
|
| 1291 |
+
"year": "2018",
|
| 1292 |
+
"event": "CSAW-Finals",
|
| 1293 |
+
"category": "pwn",
|
| 1294 |
+
"challenge": "ES1337",
|
| 1295 |
+
"path": "test/2018/CSAW-Finals/pwn/ES1337"
|
| 1296 |
+
},
|
| 1297 |
+
"2018q-rev-a_walk_through_x86_part_2": {
|
| 1298 |
+
"year": "2018",
|
| 1299 |
+
"event": "CSAW-Quals",
|
| 1300 |
+
"category": "rev",
|
| 1301 |
+
"challenge": "A-Walk-Through-x86-Part-2",
|
| 1302 |
+
"path": "test/2018/CSAW-Quals/rev/A-Walk-Through-x86-Part-2"
|
| 1303 |
+
},
|
| 1304 |
+
"2018q-rev-kvm": {
|
| 1305 |
+
"year": "2018",
|
| 1306 |
+
"event": "CSAW-Quals",
|
| 1307 |
+
"category": "rev",
|
| 1308 |
+
"challenge": "kvm",
|
| 1309 |
+
"path": "test/2018/CSAW-Quals/rev/kvm"
|
| 1310 |
+
},
|
| 1311 |
+
"2018q-rev-a_walk_through_x86_part_1": {
|
| 1312 |
+
"year": "2018",
|
| 1313 |
+
"event": "CSAW-Quals",
|
| 1314 |
+
"category": "rev",
|
| 1315 |
+
"challenge": "A-Walk-Through-x86-Part-1",
|
| 1316 |
+
"path": "test/2018/CSAW-Quals/rev/A-Walk-Through-x86-Part-1"
|
| 1317 |
+
},
|
| 1318 |
+
"2018q-cry-lowe": {
|
| 1319 |
+
"year": "2018",
|
| 1320 |
+
"event": "CSAW-Quals",
|
| 1321 |
+
"category": "crypto",
|
| 1322 |
+
"challenge": "lowe",
|
| 1323 |
+
"path": "test/2018/CSAW-Quals/crypto/lowe"
|
| 1324 |
+
},
|
| 1325 |
+
"2018q-cry-collusion": {
|
| 1326 |
+
"year": "2018",
|
| 1327 |
+
"event": "CSAW-Quals",
|
| 1328 |
+
"category": "crypto",
|
| 1329 |
+
"challenge": "collusion",
|
| 1330 |
+
"path": "test/2018/CSAW-Quals/crypto/collusion"
|
| 1331 |
+
},
|
| 1332 |
+
"2018q-cry-babycrypto": {
|
| 1333 |
+
"year": "2018",
|
| 1334 |
+
"event": "CSAW-Quals",
|
| 1335 |
+
"category": "crypto",
|
| 1336 |
+
"challenge": "babycrypto",
|
| 1337 |
+
"path": "test/2018/CSAW-Quals/crypto/babycrypto"
|
| 1338 |
+
},
|
| 1339 |
+
"2018q-cry-flatcrypt": {
|
| 1340 |
+
"year": "2018",
|
| 1341 |
+
"event": "CSAW-Quals",
|
| 1342 |
+
"category": "crypto",
|
| 1343 |
+
"challenge": "flatcrypt",
|
| 1344 |
+
"path": "test/2018/CSAW-Quals/crypto/flatcrypt"
|
| 1345 |
+
},
|
| 1346 |
+
"2018q-for-simple_recovery": {
|
| 1347 |
+
"year": "2018",
|
| 1348 |
+
"event": "CSAW-Quals",
|
| 1349 |
+
"category": "forensics",
|
| 1350 |
+
"challenge": "simple-recovery",
|
| 1351 |
+
"path": "test/2018/CSAW-Quals/forensics/simple-recovery"
|
| 1352 |
+
},
|
| 1353 |
+
"2018q-for-whyos": {
|
| 1354 |
+
"year": "2018",
|
| 1355 |
+
"event": "CSAW-Quals",
|
| 1356 |
+
"category": "forensics",
|
| 1357 |
+
"challenge": "whyOS",
|
| 1358 |
+
"path": "test/2018/CSAW-Quals/forensics/whyOS"
|
| 1359 |
+
},
|
| 1360 |
+
"2018q-msc-short_circuit": {
|
| 1361 |
+
"year": "2018",
|
| 1362 |
+
"event": "CSAW-Quals",
|
| 1363 |
+
"category": "misc",
|
| 1364 |
+
"challenge": "Short-Circuit",
|
| 1365 |
+
"path": "test/2018/CSAW-Quals/misc/Short-Circuit"
|
| 1366 |
+
},
|
| 1367 |
+
"2018q-msc-bin_t": {
|
| 1368 |
+
"year": "2018",
|
| 1369 |
+
"event": "CSAW-Quals",
|
| 1370 |
+
"category": "misc",
|
| 1371 |
+
"challenge": "bin_t",
|
| 1372 |
+
"path": "test/2018/CSAW-Quals/misc/bin_t"
|
| 1373 |
+
},
|
| 1374 |
+
"2018q-msc-algebra": {
|
| 1375 |
+
"year": "2018",
|
| 1376 |
+
"event": "CSAW-Quals",
|
| 1377 |
+
"category": "misc",
|
| 1378 |
+
"challenge": "algebra",
|
| 1379 |
+
"path": "test/2018/CSAW-Quals/misc/algebra"
|
| 1380 |
+
},
|
| 1381 |
+
"2018q-pwn-shellpointcode": {
|
| 1382 |
+
"year": "2018",
|
| 1383 |
+
"event": "CSAW-Quals",
|
| 1384 |
+
"category": "pwn",
|
| 1385 |
+
"challenge": "shellpointcode",
|
| 1386 |
+
"path": "test/2018/CSAW-Quals/pwn/shellpointcode"
|
| 1387 |
+
},
|
| 1388 |
+
"2018q-pwn-bigboy": {
|
| 1389 |
+
"year": "2018",
|
| 1390 |
+
"event": "CSAW-Quals",
|
| 1391 |
+
"category": "pwn",
|
| 1392 |
+
"challenge": "bigboy",
|
| 1393 |
+
"path": "test/2018/CSAW-Quals/pwn/bigboy"
|
| 1394 |
+
},
|
| 1395 |
+
"2018q-pwn-get_it": {
|
| 1396 |
+
"year": "2018",
|
| 1397 |
+
"event": "CSAW-Quals",
|
| 1398 |
+
"category": "pwn",
|
| 1399 |
+
"challenge": "get_it?",
|
| 1400 |
+
"path": "test/2018/CSAW-Quals/pwn/get_it?"
|
| 1401 |
+
}
|
| 1402 |
+
}
|
benchmark/OlympiadBench/README.md
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
configs:
|
| 3 |
+
- config_name: OE_MM_maths_en_COMP
|
| 4 |
+
data_files: OlympiadBench/OE_MM_maths_en_COMP/OE_MM_maths_en_COMP.parquet
|
| 5 |
+
- config_name: OE_MM_maths_zh_CEE
|
| 6 |
+
data_files: OlympiadBench/OE_MM_maths_zh_CEE/OE_MM_maths_zh_CEE.parquet
|
| 7 |
+
- config_name: OE_MM_maths_zh_COMP
|
| 8 |
+
data_files: OlympiadBench/OE_MM_maths_zh_COMP/OE_MM_maths_zh_COMP.parquet
|
| 9 |
+
- config_name: OE_MM_physics_en_COMP
|
| 10 |
+
data_files: OlympiadBench/OE_MM_physics_en_COMP/OE_MM_physics_en_COMP.parquet
|
| 11 |
+
- config_name: OE_MM_physics_zh_CEE
|
| 12 |
+
data_files: OlympiadBench/OE_MM_physics_zh_CEE/OE_MM_physics_zh_CEE.parquet
|
| 13 |
+
- config_name: OE_TO_maths_en_COMP
|
| 14 |
+
data_files: OlympiadBench/OE_TO_maths_en_COMP/OE_TO_maths_en_COMP.parquet
|
| 15 |
+
- config_name: OE_TO_maths_zh_CEE
|
| 16 |
+
data_files: OlympiadBench/OE_TO_maths_zh_CEE/OE_TO_maths_zh_CEE.parquet
|
| 17 |
+
- config_name: OE_TO_maths_zh_COMP
|
| 18 |
+
data_files: OlympiadBench/OE_TO_maths_zh_COMP/OE_TO_maths_zh_COMP.parquet
|
| 19 |
+
- config_name: OE_TO_physics_en_COMP
|
| 20 |
+
data_files: OlympiadBench/OE_TO_physics_en_COMP/OE_TO_physics_en_COMP.parquet
|
| 21 |
+
- config_name: OE_TO_physics_zh_CEE
|
| 22 |
+
data_files: OlympiadBench/OE_TO_physics_zh_CEE/OE_TO_physics_zh_CEE.parquet
|
| 23 |
+
- config_name: TP_MM_maths_en_COMP
|
| 24 |
+
data_files: OlympiadBench/TP_MM_maths_en_COMP/TP_MM_maths_en_COMP.parquet
|
| 25 |
+
- config_name: TP_MM_maths_zh_CEE
|
| 26 |
+
data_files: OlympiadBench/TP_MM_maths_zh_CEE/TP_MM_maths_zh_CEE.parquet
|
| 27 |
+
- config_name: TP_MM_maths_zh_COMP
|
| 28 |
+
data_files: OlympiadBench/TP_MM_maths_zh_COMP/TP_MM_maths_zh_COMP.parquet
|
| 29 |
+
- config_name: TP_MM_physics_en_COMP
|
| 30 |
+
data_files: OlympiadBench/TP_MM_physics_en_COMP/TP_MM_physics_en_COMP.parquet
|
| 31 |
+
- config_name: TP_TO_maths_en_COMP
|
| 32 |
+
data_files: OlympiadBench/TP_TO_maths_en_COMP/TP_TO_maths_en_COMP.parquet
|
| 33 |
+
- config_name: TP_TO_maths_zh_CEE
|
| 34 |
+
data_files: OlympiadBench/TP_TO_maths_zh_CEE/TP_TO_maths_zh_CEE.parquet
|
| 35 |
+
- config_name: TP_TO_maths_zh_COMP
|
| 36 |
+
data_files: OlympiadBench/TP_TO_maths_zh_COMP/TP_TO_maths_zh_COMP.parquet
|
| 37 |
+
- config_name: TP_TO_physics_en_COMP
|
| 38 |
+
data_files: OlympiadBench/TP_TO_physics_en_COMP/TP_TO_physics_en_COMP.parquet
|
| 39 |
+
license: apache-2.0
|
| 40 |
+
task_categories:
|
| 41 |
+
- question-answering
|
| 42 |
+
- visual-question-answering
|
| 43 |
+
language:
|
| 44 |
+
- zh
|
| 45 |
+
- en
|
| 46 |
+
tags:
|
| 47 |
+
- math
|
| 48 |
+
- physics
|
| 49 |
+
pretty_name: olympiadbench
|
| 50 |
+
size_categories:
|
| 51 |
+
- 10M<n<100M
|
| 52 |
+
---
|
| 53 |
+
|
| 54 |
+
# OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems[ACL 2024]
|
| 55 |
+
|
| 56 |
+
[**📖 arXiv**](https://arxiv.org/abs/2402.14008) | [**GitHub**](https://github.com/OpenBMB/OlympiadBench)
|
| 57 |
+
|
| 58 |
+
**Note**: We have made adjustments to the image content in the multimodal portion of the dataset and fixed previous issues where some images in the English physics subset were not displayed properly. If your usage involves images, please re-download the dataset (we recommend all users to download the latest version).
|
| 59 |
+
|
| 60 |
+
Additionally, some entries in the solution field may also include images. However, due to image display limitations on Hugging Face, we did not include them in this update. If you need the images embedded in the solution field, please download the full dataset from [**the whole data link**](https://drive.google.com/file/d/1DnTCrvIv5vbfDmi2yYaCWnzUhvD34oB0/view?usp=sharing). This version contains all the original image content.
|
| 61 |
+
|
| 62 |
+
Thank you for your support of **OlympiadBench** — we hope it is helpful to your work.
|
| 63 |
+
|
| 64 |
+
## Dataset Description
|
| 65 |
+
|
| 66 |
+
**OlympiadBench** is an Olympiad-level bilingual multimodal scientific benchmark, featuring 8,476 problems from Olympiad-level mathematics and physics competitions, including the Chinese college entrance exam. Each problem is detailed with expert-level annotations for step-by-step reasoning. Notably, the best-performing model, GPT-4V, attains an average score of 17.97% on OlympiadBench, with a mere 10.74% in physics, highlighting the benchmark rigor and the intricacy of physical reasoning.
|
| 67 |
+
|
| 68 |
+
More details are at our [GitHub](https://github.com/OpenBMB/OlympiadBench).
|
| 69 |
+
|
| 70 |
+
|
| 71 |
+
## Contact
|
| 72 |
+
- Chaoqun He: hechaoqun1998@gmail.com
|
| 73 |
+
|
| 74 |
+
## Citation
|
| 75 |
+
|
| 76 |
+
If you do find our code helpful or use our benchmark dataset, please citing our paper.
|
| 77 |
+
|
| 78 |
+
**BibTeX:**
|
| 79 |
+
```bibtex
|
| 80 |
+
@article{he2024olympiadbench,
|
| 81 |
+
title={Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems},
|
| 82 |
+
author={He, Chaoqun and Luo, Renjie and Bai, Yuzhuo and Hu, Shengding and Thai, Zhen Leng and Shen, Junhao and Hu, Jinyi and Han, Xu and Huang, Yujie and Zhang, Yuxiang and others},
|
| 83 |
+
journal={arXiv preprint arXiv:2402.14008},
|
| 84 |
+
year={2024}
|
| 85 |
+
}
|
| 86 |
+
```
|
benchmark/OlympicArena/README.md
ADDED
|
@@ -0,0 +1,395 @@
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
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|
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|
|
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|
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|
|
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| 1 |
+
---
|
| 2 |
+
Paper: arxiv.org/abs/2406.16772
|
| 3 |
+
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| 4 |
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|
| 310 |
+
path: Math/test-*
|
| 311 |
+
- split: val
|
| 312 |
+
path: Math/val-*
|
| 313 |
+
- config_name: Physics
|
| 314 |
+
data_files:
|
| 315 |
+
- split: test
|
| 316 |
+
path: Physics/test-*
|
| 317 |
+
- split: val
|
| 318 |
+
path: Physics/val-*
|
| 319 |
+
- config_name: Chemistry
|
| 320 |
+
data_files:
|
| 321 |
+
- split: test
|
| 322 |
+
path: Chemistry/test-*
|
| 323 |
+
- split: val
|
| 324 |
+
path: Chemistry/val-*
|
| 325 |
+
- config_name: Biology
|
| 326 |
+
data_files:
|
| 327 |
+
- split: test
|
| 328 |
+
path: Biology/test-*
|
| 329 |
+
- split: val
|
| 330 |
+
path: Biology/val-*
|
| 331 |
+
- config_name: Geography
|
| 332 |
+
data_files:
|
| 333 |
+
- split: test
|
| 334 |
+
path: Geography/test-*
|
| 335 |
+
- split: val
|
| 336 |
+
path: Geography/val-*
|
| 337 |
+
- config_name: Astronomy
|
| 338 |
+
data_files:
|
| 339 |
+
- split: test
|
| 340 |
+
path: Astronomy/test-*
|
| 341 |
+
- split: val
|
| 342 |
+
path: Astronomy/val-*
|
| 343 |
+
- config_name: CS
|
| 344 |
+
data_files:
|
| 345 |
+
- split: test
|
| 346 |
+
path: CS/test-*
|
| 347 |
+
- split: val
|
| 348 |
+
path: CS/val-*
|
| 349 |
+
task_categories:
|
| 350 |
+
- question-answering
|
| 351 |
+
language:
|
| 352 |
+
- en
|
| 353 |
+
- zh
|
| 354 |
+
pretty_name: OlympicArena
|
| 355 |
+
size_categories:
|
| 356 |
+
- 10K<n<100K
|
| 357 |
+
tags:
|
| 358 |
+
- croissant
|
| 359 |
+
- image
|
| 360 |
+
- text
|
| 361 |
+
---
|
| 362 |
+
|
| 363 |
+
|
| 364 |
+
# OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI
|
| 365 |
+
|
| 366 |
+
**OlympicArena** is a comprehensive, highly-challenging, and rigorously curated benchmark featuring a detailed, fine-grained evaluation mechanism designed to assess advanced AI capabilities across a broad spectrum of Olympic-level challenges.
|
| 367 |
+
|
| 368 |
+
This benchmark encompasses seven disciplines: Mathematics, Physics, Chemistry, Biology, Geography, Astronomy, and Computer Science. Each discipline is divided into two splits: validation (val) and test. The validation split includes publicly available answers for small-scale testing and evaluation, while the test split does not disclose the answers, users could submit their results.
|
| 369 |
+
|
| 370 |
+
|
| 371 |
+
# An Example to load the data
|
| 372 |
+
|
| 373 |
+
```python
|
| 374 |
+
from datasets import load_dataset
|
| 375 |
+
dataset=load_dataset("GAIR/OlympicArena", "Math", split="val")
|
| 376 |
+
|
| 377 |
+
print(dataset[0])
|
| 378 |
+
```
|
| 379 |
+
|
| 380 |
+
More details on loading and using the data are at our [github page](https://github.com/GAIR-NLP/OlympicArena).
|
| 381 |
+
|
| 382 |
+
|
| 383 |
+
If you do find our code helpful or use our benchmark dataset, please citing our paper.
|
| 384 |
+
|
| 385 |
+
```
|
| 386 |
+
@article{huang2024olympicarena,
|
| 387 |
+
title={OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI},
|
| 388 |
+
author={Zhen Huang and Zengzhi Wang and Shijie Xia and Xuefeng Li and Haoyang Zou and Ruijie Xu and Run-Ze Fan and Lyumanshan Ye and Ethan Chern and Yixin Ye and Yikai Zhang and Yuqing Yang and Ting Wu and Binjie Wang and Shichao Sun and Yang Xiao and Yiyuan Li and Fan Zhou and Steffi Chern and Yiwei Qin and Yan Ma and Jiadi Su and Yixiu Liu and Yuxiang Zheng and Shaoting Zhang and Dahua Lin and Yu Qiao and Pengfei Liu},
|
| 389 |
+
year={2024},
|
| 390 |
+
journal={arXiv preprint arXiv:2406.12753},
|
| 391 |
+
url={https://arxiv.org/abs/2406.12753}
|
| 392 |
+
}
|
| 393 |
+
```
|
| 394 |
+
|
| 395 |
+
|
benchmark/PUMaC_Power/PUMaC2007_Power.pdf
ADDED
|
Binary file (72.5 kB). View file
|
|
|
benchmark/PUMaC_Power/PUMaC2008_Power.pdf
ADDED
|
Binary file (71 kB). View file
|
|
|
benchmark/PUMaC_Power/PUMaC2009_PowerA.pdf
ADDED
|
Binary file (63.7 kB). View file
|
|
|
benchmark/PaperBench/README.md
ADDED
|
@@ -0,0 +1,352 @@
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|
|
|
|
|
|
| 1 |
+
# PaperBench
|
| 2 |
+
|
| 3 |
+
This repo contains the dataset and code for the paper "PaperBench: Evaluating AI's Ability to Replicate AI Research".
|
| 4 |
+
|
| 5 |
+
## Leaderboard
|
| 6 |
+
|
| 7 |
+
### PaperBench Results
|
| 8 |
+
|
| 9 |
+
| Agent | Score (%) | # runs | Date |
|
| 10 |
+
| ---------------------------------- | ---------- | ------ | ---------- |
|
| 11 |
+
| IterativeAgent o1-high (36h limit) | 26.0 ± 0.3 | 3 | 2025-04-02 |
|
| 12 |
+
| IterativeAgent o1-high (24h limit) | 24.4 ± 0.7 | 3 | 2025-04-02 |
|
| 13 |
+
| BasicAgent claude-3.5-sonnet | 21.0 ± 0.8 | 3 | 2025-04-02 |
|
| 14 |
+
| IterativeAgent claude-3.5-sonnet | 16.1 ± 0.1 | 3 | 2025-04-02 |
|
| 15 |
+
| BasicAgent o1-high | 13.2 ± 0.3 | 3 | 2025-04-02 |
|
| 16 |
+
| IterativeAgent o3-mini-high | 8.5 ± 0.8 | 3 | 2025-04-02 |
|
| 17 |
+
| BasicAgent deepseek-r1 | 6.0 ± 0.3 | 3 | 2025-04-02 |
|
| 18 |
+
| BasicAgent gpt-4o | 4.1 ± 0.1 | 3 | 2025-04-02 |
|
| 19 |
+
| BasicAgent gemini-2.0-flash | 3.2 ± 0.2 | 3 | 2025-04-02 |
|
| 20 |
+
| BasicAgent o3-mini-high | 2.6 ± 0.2 | 3 | 2025-04-02 |
|
| 21 |
+
|
| 22 |
+
### PaperBench Code-Dev Results
|
| 23 |
+
|
| 24 |
+
| Agent | Score (%) | # runs | Date |
|
| 25 |
+
| ---------------------- | ---------- | ------ | ---------- |
|
| 26 |
+
| IterativeAgent o1-high | 43.4 ± 0.8 | 3 | 2025-04-02 |
|
| 27 |
+
|
| 28 |
+
## Introduction
|
| 29 |
+
|
| 30 |
+
PaperBench evaluates AI agents on replicating 20 Spotlight and Oral papers from ICML 2024 from scratch.
|
| 31 |
+
|
| 32 |
+
Each sample of PaperBench includes a research paper and a rubric that defines the requirements for a successful replication.
|
| 33 |
+
|
| 34 |
+
PaperBench runs in 3 stages:
|
| 35 |
+
|
| 36 |
+
1. **Agent Rollout**: The agent is executed in an ubuntu container where it must create its submission: a codebase that replicates the paper.
|
| 37 |
+
2. **Reproduction**: The agent's submitted codebase is executed in a fresh second container with GPU access so that results from executing the codebase are obtained. This creates the _executed submission_.
|
| 38 |
+
3. **Grading**: The _executed submission_ is graded using paper's rubric. A third container is created where the judge is run.
|
| 39 |
+
|
| 40 |
+
## PaperBench Setup
|
| 41 |
+
|
| 42 |
+
All commands in this README should be run from the [root](./) of the PaperBench project.
|
| 43 |
+
|
| 44 |
+
### Installation
|
| 45 |
+
|
| 46 |
+
Install PaperBench with [uv](https://docs.astral.sh/uv/)
|
| 47 |
+
|
| 48 |
+
```console
|
| 49 |
+
uv sync
|
| 50 |
+
```
|
| 51 |
+
|
| 52 |
+
### Get the data
|
| 53 |
+
|
| 54 |
+
The dataset is stored using [Git-LFS](https://git-lfs.com/) and is intentionally not fetched during the install
|
| 55 |
+
step above. Hydrate it manually and point PaperBench at the hydrated directory:
|
| 56 |
+
|
| 57 |
+
```console
|
| 58 |
+
git clone https://github.com/openai/frontier-evals.git --filter=blob:none
|
| 59 |
+
cd frontier-evals
|
| 60 |
+
git lfs fetch --include "project/paperbench/data/**" --exclude ""
|
| 61 |
+
git lfs checkout project/paperbench/data
|
| 62 |
+
export PAPERBENCH_DATA_DIR="$(pwd)/project/paperbench/data" # add to your shell profile
|
| 63 |
+
```
|
| 64 |
+
|
| 65 |
+
If you are already working from a full `frontier-evals` clone, you can run the `git lfs fetch` / `git lfs checkout`
|
| 66 |
+
commands from the repository root and skip setting `PAPERBENCH_DATA_DIR` (the default path resolves to
|
| 67 |
+
`<repo>/project/paperbench/data`). When the data is stored elsewhere, set the environment variable to the location
|
| 68 |
+
you hydrated.
|
| 69 |
+
|
| 70 |
+
The JudgeEval tarballs that cannot be redistributed automatically can still be created with:
|
| 71 |
+
|
| 72 |
+
```console
|
| 73 |
+
PAPERBENCH_DATA_DIR=/path/to/data uv run python -m paperbench.judge.judge_eval.download_data
|
| 74 |
+
```
|
| 75 |
+
|
| 76 |
+
### Environment variables
|
| 77 |
+
|
| 78 |
+
PaperBench requires API keys for running the agents and judge. To set up your environment variables, copy the top-level `.env.example` file to a new file named `.env` and fill in the required values.
|
| 79 |
+
|
| 80 |
+
**Note:** The API key used by the Judge, `GRADER_OPENAI_API_KEY`, defaults to `OPENAI_API_KEY` if it's not set.
|
| 81 |
+
|
| 82 |
+
Once you have filled in the `.env` file, source it:
|
| 83 |
+
|
| 84 |
+
```bash
|
| 85 |
+
source .env
|
| 86 |
+
```
|
| 87 |
+
|
| 88 |
+
### Agent resources
|
| 89 |
+
|
| 90 |
+
Some papers require access to the OpenAI API and HuggingFace in order to be fully replicated. To make these API keys available to the agent, first copy `paperbench/solvers/agent.env.example` to `paperbench/solvers/agent.env` and populate the `OPENAI_API_KEY` and `HF_TOKEN` fields. The `agent.env` is provided in the agent's workspace and the agent is informed of this file in our [default instructions for BasicAgent](paperbench/solvers/aisi-basic-agent/templates.py), but `agent.env` is not sourced automatically on behalf of the agent.
|
| 91 |
+
|
| 92 |
+
The HuggingFace token can be obtained through the website after making an account, and should have authorization to access [Llama-2](https://huggingface.co/meta-llama/Llama-2-7b) and [ImageNet](https://huggingface.co/datasets/ILSVRC/imagenet-1k).
|
| 93 |
+
|
| 94 |
+
For convenience, the table below lists which papers require a HuggingFace token or OpenAI API key for it to be fully replicated:
|
| 95 |
+
|
| 96 |
+
| **Paper ID** | **HF Token Needed?** | **OpenAI API Needed?** |
|
| 97 |
+
| --------------------------------------- | -------------------------------------------------------------------- | ------------------------------------- |
|
| 98 |
+
| **lca‑on‑the‑line** | Yes ([ImageNet](https://huggingface.co/datasets/ILSVRC/imagenet-1k)) | No |
|
| 99 |
+
| **stochastic‑interpolants** | Yes ([ImageNet](https://huggingface.co/datasets/ILSVRC/imagenet-1k)) | No |
|
| 100 |
+
| **test‑time‑model‑adaptation** | Yes ([ImageNet](https://huggingface.co/datasets/ILSVRC/imagenet-1k)) | No |
|
| 101 |
+
| **robust‑clip** | Yes ([ImageNet](https://huggingface.co/datasets/ILSVRC/imagenet-1k)) | No |
|
| 102 |
+
| **bbox** | No | Yes (`gpt‑3.5‑turbo` / `gpt-4`) |
|
| 103 |
+
| **semantic‑self‑consistency** (dev set) | No | Yes (`gpt‑3.5‑turbo` / `gpt‑4o‑mini`) |
|
| 104 |
+
|
| 105 |
+
### Build Docker images
|
| 106 |
+
|
| 107 |
+
Running agents with nanoeval and alcatraz requires Docker, which you can install by following the guide [here](https://docs.docker.com/engine/install/).
|
| 108 |
+
|
| 109 |
+
**(Optional):** To enable GPU support for the agents, install the [NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html).
|
| 110 |
+
|
| 111 |
+
PaperBench requires the following Docker images to be built before it can run:
|
| 112 |
+
|
| 113 |
+
- [paperbench/Dockerfile.base](paperbench/Dockerfile.base): The base environment for agents which contains basic packages like `curl`, `git`, `python`, etc. and a Conda environment that can be used to run the agents. We re-use this docker image if users request grading to occur on a computer with `paperbench.judge.grade_locally=false`
|
| 114 |
+
- [paperbench/reproducer.Dockerfile](paperbench/reproducer.Dockerfile): The environment in which the submission is reproduced.
|
| 115 |
+
|
| 116 |
+
We provide the following agents out-of-the-box:
|
| 117 |
+
|
| 118 |
+
- [paperbench/solvers/dummy/solver.py](paperbench/solvers/dummy/solver.py): A agent for that creates a dummy submission, useful for testing the eval end-to-end.
|
| 119 |
+
- [paperbench/solvers/basicagent/solver.py](paperbench/solvers/basicagent/solver.py): Simple ReAct style agents with tools available to them.
|
| 120 |
+
|
| 121 |
+
For convenience, we've provided a [script](paperbench/scripts/build-docker-images.sh) that builds all the above images:
|
| 122 |
+
|
| 123 |
+
```bash
|
| 124 |
+
bash paperbench/scripts/build-docker-images.sh
|
| 125 |
+
```
|
| 126 |
+
|
| 127 |
+
## Set agent configurations
|
| 128 |
+
|
| 129 |
+
Configurations for each agent are stored in the [paperbench/solvers/](paperbench/solvers/) directory. Each agent has a `config.yaml` file which sets the agent's possible configurations, e.g. which model to use, how long to run the agent for, etc.
|
| 130 |
+
|
| 131 |
+
## Quickstart
|
| 132 |
+
|
| 133 |
+
To see all configurable options for PaperBench, run:
|
| 134 |
+
|
| 135 |
+
```bash
|
| 136 |
+
uv run python -m paperbench.nano.entrypoint --help
|
| 137 |
+
```
|
| 138 |
+
|
| 139 |
+
To use our default solver (`BasicAgentSolver`), you must set `paperbench.solver=paperbench.solvers.basicagent.solver:BasicAgentSolver`, specifying to use the `BasicAgentSolver` solver.
|
| 140 |
+
|
| 141 |
+
To test that things are set up correctly, run the dummy agent with the dummy judge (`paperbench.judge.scaffold=dummy`) on the debug split. Note this dummy agent is different to the [default nanoeval "dummy" agent](../common/nanoeval/nanoeval/solvers/computer_tasks/solver.py); our dummy agent tests several aspects of the infrastructure and makes a toy submission.
|
| 142 |
+
|
| 143 |
+
```bash
|
| 144 |
+
uv run python -m paperbench.nano.entrypoint \
|
| 145 |
+
paperbench.paper_split=debug \
|
| 146 |
+
paperbench.solver=paperbench.solvers.dummy.solver:PaperBenchDummySolver \
|
| 147 |
+
paperbench.solver.computer_runtime.env=alcatraz.clusters.local:LocalConfig \
|
| 148 |
+
paperbench.solver.computer_runtime.env.pull_from_registry=false \
|
| 149 |
+
paperbench.judge.scaffold=dummy \
|
| 150 |
+
runner.recorder=nanoeval.json_recorder:json_recorder
|
| 151 |
+
```
|
| 152 |
+
|
| 153 |
+
To run BasicAgent, use `paperbench.solver=paperbench.solvers.basicagent.solver:BasicAgentSolver`. By default, this will run for 5 minutes and use `gpt-4.1-mini`.
|
| 154 |
+
|
| 155 |
+
Below, we present a command that you can use for development, which runs the
|
| 156 |
+
above configuration on on the dev split of PaperBench, with short timeouts and
|
| 157 |
+
cheap models.
|
| 158 |
+
|
| 159 |
+
```bash
|
| 160 |
+
uv run python -m paperbench.nano.entrypoint \
|
| 161 |
+
paperbench.solver=paperbench.solvers.basicagent.solver:BasicAgentSolver \
|
| 162 |
+
paperbench.solver.computer_runtime.env=alcatraz.clusters.local:LocalConfig \
|
| 163 |
+
paperbench.solver.computer_runtime.env.pull_from_registry=false \
|
| 164 |
+
paperbench.paper_split=dev \
|
| 165 |
+
paperbench.judge.completer_config=preparedness_turn_completer.oai_completions_turn_completer:OpenAICompletionsTurnCompleter.Config \
|
| 166 |
+
paperbench.judge.completer_config.model='gpt-4.1-mini' \
|
| 167 |
+
paperbench.reproduction.timeout=60 \
|
| 168 |
+
runner.max_retries=0 \
|
| 169 |
+
runner.recorder=nanoeval.json_recorder:json_recorder
|
| 170 |
+
```
|
| 171 |
+
|
| 172 |
+
- **Note** that we set the default concurrency to 5, you may want to adjust this based on your setup. To set the concurrency, simply specify `runner.concurrency=<int>` in the command.
|
| 173 |
+
- **Note** By default, our solvers use the `AlcatrazComputerRuntime` for the `ComputerRuntime`. You may choose to use your own custom computer runtime. Simply point to it via `paperbench.solver.computer_runtime`, and then configure it appropriately. We recommend looking at the `BasePBSolver` implementation for guidance.
|
| 174 |
+
- **Note** You may use a custom solver: set `paperbench.solver` to point to your custom solver class. This solver should be a `PythonCodingSolver` class. We recommend inheriting from `BasePBSolver` for convenience.
|
| 175 |
+
|
| 176 |
+
### Canonical command
|
| 177 |
+
|
| 178 |
+
To run PaperBench with BasicAgent gpt-5 for 24 hours on the full set of papers, use the
|
| 179 |
+
following command:
|
| 180 |
+
|
| 181 |
+
```bash
|
| 182 |
+
uv run python -m paperbench.nano.entrypoint \
|
| 183 |
+
paperbench.paper_split=all \
|
| 184 |
+
paperbench.solver=paperbench.solvers.basicagent.solver:BasicAgentSolver \
|
| 185 |
+
paperbench.solver.completer_config=paperbench.solvers.basicagent.completer:OpenAIResponsesTurnCompleterConfig \
|
| 186 |
+
paperbench.solver.completer_config.model='gpt-5-2025-08-07' \
|
| 187 |
+
paperbench.solver.completer_config.tools="[{'type':'web_search'}]" \
|
| 188 |
+
paperbench.solver.completer_config.reasoning=preparedness_turn_completer.oai_responses_turn_completer.completer:ReasoningConfig \
|
| 189 |
+
paperbench.solver.completer_config.reasoning.effort='high' \
|
| 190 |
+
paperbench.solver.completer_config.reasoning.summary='auto' \
|
| 191 |
+
paperbench.solver.time_limit=86400 \
|
| 192 |
+
paperbench.solver.computer_runtime.env=alcatraz.clusters.local:LocalConfig \
|
| 193 |
+
paperbench.solver.computer_runtime.env.pull_from_registry=false \
|
| 194 |
+
paperbench.solver.computer_runtime.env.is_nvidia_gpu_env=true \
|
| 195 |
+
paperbench.reproduction.computer_runtime.env=alcatraz.clusters.local:LocalConfig \
|
| 196 |
+
paperbench.reproduction.computer_runtime.env.pull_from_registry=false \
|
| 197 |
+
paperbench.reproduction.computer_runtime.env.is_nvidia_gpu_env=true \
|
| 198 |
+
paperbench.reproduction.timeout=86400 \
|
| 199 |
+
runner.max_retries=0 \
|
| 200 |
+
runner.concurrency=20 \
|
| 201 |
+
runner.recorder=nanoeval.json_recorder:json_recorder
|
| 202 |
+
```
|
| 203 |
+
|
| 204 |
+
If you want GPUs when running locally, set `is_nvidia_gpu_env=true` on each component's runtime as shown above. This assumes your Docker host already has the NVIDIA driver and container toolkit installed so the `nvidia` runtime is available. This of course does not apply if you are using a different `ComputerRuntime`. By default, we are using the `AlcatrazComputerRuntime`, for which GPUs are configured as described above.
|
| 205 |
+
|
| 206 |
+
### I have submissions and just want to run grading
|
| 207 |
+
|
| 208 |
+
If you have already run your agent or you are a human and have submissions
|
| 209 |
+
ready to be graded, you can skip the agent rollout by using our provided
|
| 210 |
+
`PBDirectSubmissionSolver`. Place your submissions as folders in a directory (say
|
| 211 |
+
in `path/to/foo/`) in the following format:
|
| 212 |
+
|
| 213 |
+
```plaintext
|
| 214 |
+
foo/
|
| 215 |
+
<paper_id_1>/
|
| 216 |
+
submission/
|
| 217 |
+
other_submission/
|
| 218 |
+
...
|
| 219 |
+
(i.e. multiple submissions for the same paper (intended for when paperbench.n_tries > 1).
|
| 220 |
+
Single submission is also fine. Missing submissions for a try will just
|
| 221 |
+
be graded as scoring 0 for that try)
|
| 222 |
+
...
|
| 223 |
+
(does not need a folder for each paper, missing papers will be treated as
|
| 224 |
+
missing submissions, i.e. graded as scoring 0)
|
| 225 |
+
```
|
| 226 |
+
|
| 227 |
+
Then run the paperbench like above but with appropriately configured `PBDirectSubmissionSolver`, e.g.:
|
| 228 |
+
|
| 229 |
+
```bash
|
| 230 |
+
uv run python -m paperbench.nano.entrypoint \
|
| 231 |
+
paperbench.paper_split=debug \
|
| 232 |
+
paperbench.solver=paperbench.solvers.direct_submission.solver:PBDirectSubmissionSolver \
|
| 233 |
+
paperbench.solver.submissions_dir=path/to/foo/ \
|
| 234 |
+
paperbench.solver.computer_runtime.env=alcatraz.clusters.local:LocalConfig \
|
| 235 |
+
paperbench.solver.computer_runtime.env.pull_from_registry=false \
|
| 236 |
+
paperbench.judge.scaffold=dummy \
|
| 237 |
+
runner.recorder=nanoeval.json_recorder:json_recorder
|
| 238 |
+
```
|
| 239 |
+
|
| 240 |
+
## Retrieving results
|
| 241 |
+
|
| 242 |
+
A run group is created for each launch of PaperBench. A run group contains multiple individual runs, one for each paper attempt. Runs are stored in the `runs` directory.
|
| 243 |
+
|
| 244 |
+
In each run group directory, there is a `group.log` file that contains the logs for that run group.
|
| 245 |
+
|
| 246 |
+
In each run directory there is:
|
| 247 |
+
- `agent.log`: (optional) Rollout log from the solver. If present, the monitoring step will run and the run's grade will be marked with `"monitor_ran": true`.
|
| 248 |
+
- `grade.json`: The grading result for that run.
|
| 249 |
+
- `metadata.json`: Metadata for that run.
|
| 250 |
+
- `run.log`: The log for that run.
|
| 251 |
+
- `status.json`: The status of that run.
|
| 252 |
+
- A submissions directory, containing multiple timestamped submission directories (e.g., `2025-03-28T10-34-35-UTC`), each with:
|
| 253 |
+
- `log.json`: Logs from this submission attempt
|
| 254 |
+
- `submission.tar.gz`: The archived submission files
|
| 255 |
+
- If the submission was executed/graded, the directory may also contain:
|
| 256 |
+
- `submission_executed_grader_output_0.json`: Output from the grader.
|
| 257 |
+
- `submission_executed_metadata.json`: Metadata about the execution.
|
| 258 |
+
- `submission_executed.tar.gz`: The archived files after execution.
|
| 259 |
+
|
| 260 |
+
Snapshots from the agent rollout are also stored in the run directory. An initial snapshot is created when the agent starts, and a final snapshot is created when the agent finishes. Intermediate snapshots are created throughout the agent rollout and can be set via `paperbench.solver.upload_interval_messages` or `paperbench.solver.upload_interval_seconds`.
|
| 261 |
+
|
| 262 |
+
`runs` directory structure:
|
| 263 |
+
|
| 264 |
+
```
|
| 265 |
+
runs/
|
| 266 |
+
├── <run_group_id>/
|
| 267 |
+
│ ├── group.log
|
| 268 |
+
│ ├── <run_id>/
|
| 269 |
+
│ │ ├── agent.log
|
| 270 |
+
│ │ ├── grade.json
|
| 271 |
+
│ │ ├── metadata.json
|
| 272 |
+
│ │ └── run.log
|
| 273 |
+
│ │ ├── status.json
|
| 274 |
+
│ │ ├── submissions/
|
| 275 |
+
│ │ │ ├── <timestamp-1>/
|
| 276 |
+
│ │ │ │ ├── log.json
|
| 277 |
+
│ │ │ │ └── submission.tar.gz
|
| 278 |
+
│ │ │ └── <timestamp-2>/
|
| 279 |
+
│ │ │ ├── log.json
|
| 280 |
+
│ │ │ ├── submission.tar.gz
|
| 281 |
+
│ │ │ ├── submission_executed_grader_output_0.json # if graded
|
| 282 |
+
│ │ │ ├── submission_executed_metadata.json # if executed
|
| 283 |
+
│ │ │ └── submission_executed.tar.gz # if executed
|
| 284 |
+
│ └── <other_run_ids>/...
|
| 285 |
+
└── <other_run_group_ids>/...
|
| 286 |
+
```
|
| 287 |
+
|
| 288 |
+
## PaperBench Code-Dev
|
| 289 |
+
|
| 290 |
+
**PaperBench Code-Dev** is a lighter-weight variant of PaperBench. Unlike the full PaperBench pipeline -- which involves executing the agent's submission in a separate reproduction step -- PaperBench Code-Dev skips the reproduction step and only grades the agent's submission on the **Code Development** requirements. This means:
|
| 291 |
+
|
| 292 |
+
- The Judge only checks **Code Development** requirements (e.g., "Is there an implementation of method X?"). It skips checking Execution requirements that check that the code runs correctly, and skips checking Result Match requirements that check that the paper's empirical results have been replicated.
|
| 293 |
+
- You **don't need a GPU to run the reproduction step** where the agent's submission is executed. This often reduces cost and runtime significantly.
|
| 294 |
+
- There is **less of a need to make a GPU available to the agent** when it is creating its submission. Although having access to a GPU is helpful for the agent to run intensive experiments that verify that its code is correct, the agent can get away with less end-to-end testing of its code since it is only graded on **Code Development** requirements.
|
| 295 |
+
|
| 296 |
+
We think PaperBench Code-Dev offers a convenient, lower-cost, but less rigorous way of assessing paper replication. It doesn't require GPUs and typically cuts grading costs (we've seen around an 85% reduction in o3-mini SimpleJudge costs for the average submission), making it a accessible alternative for assessing models' abilities to replicate papers.
|
| 297 |
+
|
| 298 |
+
To run the Code-Dev variant, simply include the following flag:
|
| 299 |
+
|
| 300 |
+
```bash
|
| 301 |
+
paperbench.judge.code_only=True
|
| 302 |
+
```
|
| 303 |
+
|
| 304 |
+
## Dataset
|
| 305 |
+
|
| 306 |
+
The PaperBench dataset is stored in the [papers](data/papers) directory. Each paper has its own directory, which contains:
|
| 307 |
+
|
| 308 |
+
- The paper in PDF and Markdown format.
|
| 309 |
+
- `addendum.md` containing information from the author that is helpful for replication.
|
| 310 |
+
- `assets` directory, containing necessary resources for replication. For example, images from the paper are includes in this directory.
|
| 311 |
+
- `rubric.json` file that is used to grade submissions
|
| 312 |
+
- `blacklist.txt` containing websites that the agent is disallowed from using (e.g. the paper's original codebase).
|
| 313 |
+
- `config.yaml` file that defines the paper's id.
|
| 314 |
+
- `judge.addendum.md` containing information from the author that is helpful for the judge to know whilst grading submissions. Not every paper has a judge addendum
|
| 315 |
+
|
| 316 |
+
### Viewing rubrics
|
| 317 |
+
|
| 318 |
+
We include a web app to view and edit rubrics. To view a paper's rubric that is in `PAPER_DIR` with filename `RUBRIC_FILE_NAME`:
|
| 319 |
+
|
| 320 |
+
```bash
|
| 321 |
+
uv run python paperbench/gui/app.py --path-to-paper <PAPER_DIR> --rubric-file-name <RUBRIC_FILE_NAME>
|
| 322 |
+
```
|
| 323 |
+
|
| 324 |
+
To view a rubric that has been graded (see below), pass the `--graded` flag:
|
| 325 |
+
|
| 326 |
+
```bash
|
| 327 |
+
uv run python paperbench/gui/app.py --path-to-paper <PAPER_DIR> --rubric-file-name <RUBRIC_FILE_NAME> --graded
|
| 328 |
+
```
|
| 329 |
+
|
| 330 |
+
## JudgeEval
|
| 331 |
+
|
| 332 |
+
We've created an auxiliary evaluation, [JudgeEval](paperbench/judge/judge_eval), to evaluate the accuracy of judges. See the JudgeEval [README](paperbench/judge/judge_eval/README.md) for more information.
|
| 333 |
+
|
| 334 |
+
## Authors
|
| 335 |
+
|
| 336 |
+
Giulio Starace, Oliver Jaffe, Dane Sherburn, James Aung, Chan Jun Shern, Leon Maksin, Rachel Dias, Evan Mays, Benjamin Kinsella, Wyatt Thompson, Johannes Heidecke, Amelia Glaese, Tejal Patwardhan
|
| 337 |
+
|
| 338 |
+
## Citation
|
| 339 |
+
|
| 340 |
+
Please cite using the following BibTeX entry:
|
| 341 |
+
|
| 342 |
+
```
|
| 343 |
+
@misc{starace2025paperbenchevaluatingaisability,
|
| 344 |
+
title={PaperBench: Evaluating AI's Ability to Replicate AI Research},
|
| 345 |
+
author={Giulio Starace and Oliver Jaffe and Dane Sherburn and James Aung and Jun Shern Chan and Leon Maksin and Rachel Dias and Evan Mays and Benjamin Kinsella and Wyatt Thompson and Johannes Heidecke and Amelia Glaese and Tejal Patwardhan},
|
| 346 |
+
year={2025},
|
| 347 |
+
eprint={2504.01848},
|
| 348 |
+
archivePrefix={arXiv},
|
| 349 |
+
primaryClass={cs.AI},
|
| 350 |
+
url={https://arxiv.org/abs/2504.01848},
|
| 351 |
+
}
|
| 352 |
+
```
|
benchmark/ProfBench/LICENSE.pdf
ADDED
|
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|
|
|
benchmark/ProfBench/README.md
ADDED
|
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|
|
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|
|
|
|
|
|
|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: other
|
| 3 |
+
license_name: nvidia-evaluation-dataset-license
|
| 4 |
+
language:
|
| 5 |
+
- en
|
| 6 |
+
pretty_name: ProfBench
|
| 7 |
+
size_categories:
|
| 8 |
+
- n<1K
|
| 9 |
+
tags:
|
| 10 |
+
- human-feedback
|
| 11 |
+
- chemistry
|
| 12 |
+
- physics
|
| 13 |
+
- consulting
|
| 14 |
+
- finance
|
| 15 |
+
---
|
| 16 |
+
## Dataset Description:
|
| 17 |
+
|
| 18 |
+
[Leaderboard](https://huggingface.co/spaces/nvidia/ProfBench) | [Blog](https://huggingface.co/blog/nvidia/profbench) | [Paper](https://arxiv.org/abs/2510.18941) | [Data](https://huggingface.co/datasets/nvidia/ProfBench) | [Code](https://github.com/NVlabs/ProfBench) | [Nemo Evaluator SDK](https://github.com/NVIDIA-NeMo/Evaluator)
|
| 19 |
+
|
| 20 |
+
[](https://www.youtube.com/watch?v=GEPvdq3C54s)
|
| 21 |
+
|
| 22 |
+
More than 3000 rubric-response pairs across 40 human-annotated tasks presenting reports addressing professional tasks across PhD STEM (Chemistry, Physics) and Professional Services (Financial Services, Management Consulting) domains.
|
| 23 |
+
|
| 24 |
+
This dataset is ready for commercial/non-commercial use.
|
| 25 |
+
|
| 26 |
+
## Dataset Owner(s):
|
| 27 |
+
NVIDIA Corporation
|
| 28 |
+
|
| 29 |
+
## Dataset Creation Date:
|
| 30 |
+
9/24/2025
|
| 31 |
+
|
| 32 |
+
## License/Terms of Use:
|
| 33 |
+
NVIDIA Evaluation Dataset License
|
| 34 |
+
|
| 35 |
+
## Intended Usage:
|
| 36 |
+
Researchers and developers seeking to evaluate LLMs on Professional Tasks. We recommend use of ProfBench as part of [Nemo Evaluator SDK](https://github.com/NVIDIA-NeMo/Evaluator), which supports a unified interface for evaluation across tens of benchmarks.
|
| 37 |
+
|
| 38 |
+
## Dataset Characterization:
|
| 39 |
+
** Data Collection Method<br>
|
| 40 |
+
* [Hybrid: Human, Synthetic, Automated]<br>
|
| 41 |
+
|
| 42 |
+
** Labeling Method<br>
|
| 43 |
+
* [Human] <br>
|
| 44 |
+
|
| 45 |
+
## Dataset Format:
|
| 46 |
+
Text.
|
| 47 |
+
|
| 48 |
+
## Dataset Quantification:
|
| 49 |
+
40 records
|
| 50 |
+
|
| 51 |
+
Each record contains the following fields:
|
| 52 |
+
|
| 53 |
+
- ID: Unique identifier for each sample
|
| 54 |
+
- Domain: Chemistry PhD / Physics PhD / Finance MBA / Consulting MBA
|
| 55 |
+
- Prompt: Instruction for the Large Language Model (LLM)
|
| 56 |
+
- Rubrics: 15-59 unique criterion used to assess the final model output
|
| 57 |
+
- Model Responses: 3 responses from OpenAI o3 / xAI Grok4 / DeepSeek R1-0528
|
| 58 |
+
|
| 59 |
+
Some portions of this dataset were created with Grok.
|
| 60 |
+
|
| 61 |
+
Total Storage: 1 MB.
|
| 62 |
+
|
| 63 |
+
|
| 64 |
+
## Ethical Considerations:
|
| 65 |
+
NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal model team to ensure this model meets requirements for the relevant industry and use case and addresses unforeseen product misuse.
|
| 66 |
+
Please report model quality, risk, security vulnerabilities or NVIDIA AI Concerns [here](https://www.nvidia.com/en-us/support/submit-security-vulnerability/).
|
| 67 |
+
|
| 68 |
+
## Citation:
|
| 69 |
+
|
| 70 |
+
If you found ProfBench helpful, please consider citing the below:
|
| 71 |
+
|
| 72 |
+
```
|
| 73 |
+
@misc{wang2025profbenchmultidomainrubricsrequiring,
|
| 74 |
+
title={ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge},
|
| 75 |
+
author={Zhilin Wang and Jaehun Jung and Ximing Lu and Shizhe Diao and Ellie Evans and Jiaqi Zeng and Pavlo Molchanov and Yejin Choi and Jan Kautz and Yi Dong},
|
| 76 |
+
year={2025},
|
| 77 |
+
eprint={2510.18941},
|
| 78 |
+
archivePrefix={arXiv},
|
| 79 |
+
primaryClass={cs.CL},
|
| 80 |
+
url={https://arxiv.org/abs/2510.18941},
|
| 81 |
+
}
|
| 82 |
+
```
|
benchmark/ProfBench/test.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
benchmark/SWE-bench_Verified/README.md
ADDED
|
@@ -0,0 +1,85 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
dataset_info:
|
| 3 |
+
features:
|
| 4 |
+
- name: repo
|
| 5 |
+
dtype: string
|
| 6 |
+
- name: instance_id
|
| 7 |
+
dtype: string
|
| 8 |
+
- name: base_commit
|
| 9 |
+
dtype: string
|
| 10 |
+
- name: patch
|
| 11 |
+
dtype: string
|
| 12 |
+
- name: test_patch
|
| 13 |
+
dtype: string
|
| 14 |
+
- name: problem_statement
|
| 15 |
+
dtype: string
|
| 16 |
+
- name: hints_text
|
| 17 |
+
dtype: string
|
| 18 |
+
- name: created_at
|
| 19 |
+
dtype: string
|
| 20 |
+
- name: version
|
| 21 |
+
dtype: string
|
| 22 |
+
- name: FAIL_TO_PASS
|
| 23 |
+
dtype: string
|
| 24 |
+
- name: PASS_TO_PASS
|
| 25 |
+
dtype: string
|
| 26 |
+
- name: environment_setup_commit
|
| 27 |
+
dtype: string
|
| 28 |
+
- name: difficulty
|
| 29 |
+
dtype: string
|
| 30 |
+
splits:
|
| 31 |
+
- name: test
|
| 32 |
+
num_bytes: 7779763
|
| 33 |
+
num_examples: 500
|
| 34 |
+
download_size: 2096679
|
| 35 |
+
dataset_size: 7779763
|
| 36 |
+
configs:
|
| 37 |
+
- config_name: default
|
| 38 |
+
data_files:
|
| 39 |
+
- split: test
|
| 40 |
+
path: data/test-*
|
| 41 |
+
---
|
| 42 |
+
|
| 43 |
+
**Dataset Summary**
|
| 44 |
+
|
| 45 |
+
SWE-bench Verified is a subset of 500 samples from the SWE-bench test set, which have been human-validated for quality. SWE-bench is a dataset that tests systems’ ability to solve GitHub issues automatically. See this post for more details on the human-validation process.
|
| 46 |
+
|
| 47 |
+
The dataset collects 500 test Issue-Pull Request pairs from popular Python repositories. Evaluation is performed by unit test verification using post-PR behavior as the reference solution.
|
| 48 |
+
|
| 49 |
+
The original SWE-bench dataset was released as part of SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
|
| 50 |
+
|
| 51 |
+
**Want to run inference now?**
|
| 52 |
+
This dataset only contains the problem_statement (i.e. issue text) and the base_commit which represents the state of the codebase before the issue has been resolved. If you want to run inference using the "Oracle" or BM25 retrieval settings mentioned in the paper, consider the following datasets.
|
| 53 |
+
|
| 54 |
+
princeton-nlp/SWE-bench_Lite_oracle
|
| 55 |
+
|
| 56 |
+
princeton-nlp/SWE-bench_Lite_bm25_13K
|
| 57 |
+
|
| 58 |
+
princeton-nlp/SWE-bench_Lite_bm25_27K
|
| 59 |
+
|
| 60 |
+
**Supported Tasks and Leaderboards**
|
| 61 |
+
SWE-bench proposes a new task: issue resolution provided a full repository and GitHub issue. The leaderboard can be found at www.swebench.com
|
| 62 |
+
|
| 63 |
+
**Languages**
|
| 64 |
+
The text of the dataset is primarily English, but we make no effort to filter or otherwise clean based on language type.
|
| 65 |
+
|
| 66 |
+
**Dataset Structure**
|
| 67 |
+
|
| 68 |
+
An example of a SWE-bench datum is as follows:
|
| 69 |
+
|
| 70 |
+
```
|
| 71 |
+
instance_id: (str) - A formatted instance identifier, usually as repo_owner__repo_name-PR-number.
|
| 72 |
+
patch: (str) - The gold patch, the patch generated by the PR (minus test-related code), that resolved the issue.
|
| 73 |
+
repo: (str) - The repository owner/name identifier from GitHub.
|
| 74 |
+
base_commit: (str) - The commit hash of the repository representing the HEAD of the repository before the solution PR is applied.
|
| 75 |
+
hints_text: (str) - Comments made on the issue prior to the creation of the solution PR’s first commit creation date.
|
| 76 |
+
created_at: (str) - The creation date of the pull request.
|
| 77 |
+
test_patch: (str) - A test-file patch that was contributed by the solution PR.
|
| 78 |
+
problem_statement: (str) - The issue title and body.
|
| 79 |
+
version: (str) - Installation version to use for running evaluation.
|
| 80 |
+
environment_setup_commit: (str) - commit hash to use for environment setup and installation.
|
| 81 |
+
FAIL_TO_PASS: (str) - A json list of strings that represent the set of tests resolved by the PR and tied to the issue resolution.
|
| 82 |
+
PASS_TO_PASS: (str) - A json list of strings that represent tests that should pass before and after the PR application.
|
| 83 |
+
```
|
| 84 |
+
|
| 85 |
+
|
benchmark/USACO/README.md
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
dataset_info:
|
| 3 |
+
features:
|
| 4 |
+
- name: id
|
| 5 |
+
dtype: string
|
| 6 |
+
- name: difficulty
|
| 7 |
+
dtype: string
|
| 8 |
+
- name: input_output
|
| 9 |
+
dtype: string
|
| 10 |
+
- name: question
|
| 11 |
+
dtype: string
|
| 12 |
+
splits:
|
| 13 |
+
- name: test
|
| 14 |
+
num_bytes: 5907276795
|
| 15 |
+
num_examples: 520
|
| 16 |
+
download_size: 3800306899
|
| 17 |
+
dataset_size: 5907276795
|
| 18 |
+
configs:
|
| 19 |
+
- config_name: default
|
| 20 |
+
data_files:
|
| 21 |
+
- split: test
|
| 22 |
+
path: data/test-*
|
| 23 |
+
---
|
benchmark/WSC_Writing/from_repo_raw/all_content_templates.json
ADDED
|
@@ -0,0 +1,286 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"length": 25316,
|
| 4 |
+
"preview": "+o.stack}return{value:e,source:t,stack:a,digest:null}}function Nd(e,t,r){return{value:e,source:null,stack:r??null,digest:t??null}}function Xh(e,t){try{console.error(t.value)}catch(r){setTimeout(functi"
|
| 5 |
+
},
|
| 6 |
+
{
|
| 7 |
+
"length": 2336,
|
| 8 |
+
"preview": "),tC(a)){let l=De({},a,t(a),{id:s});return n[s]=l,l}else{let l=De({},a,t(a),{id:s,children:void 0});return n[s]=l,a.children&&(l.children=df(a.children,t,i,n)),l}})}function Ya(e,t,r){r===void 0&&(r=\""
|
| 9 |
+
},
|
| 10 |
+
{
|
| 11 |
+
"length": 1519,
|
| 12 |
+
"preview": "in the pattern. To get rid of this warning, \"+('please change the route path to \"'+e.replace(/\\*$/,\"/*\")+'\".'));let n=[],a=\"^\"+e.replace(/\\/*\\*?$/,\"\").replace(/^\\/*/,\"/\").replace(/[\\\\.*+^$?{}|()[\\]]/g"
|
| 13 |
+
},
|
| 14 |
+
{
|
| 15 |
+
"length": 3387,
|
| 16 |
+
"preview": "field. Alternatively you may provide the full path as \")+'a string in and the router will parse it for you.'}function bu(e){return e.filter((t,r)=>r===0||t.route.path&&t.route.path.length>0)}function "
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"length": 14023,
|
| 20 |
+
"preview": "instead of using router navigation APIs. This can also happen if you are using createHashRouter and the user manually changes the URL.\");let B=Xn({currentLocation:v.location,nextLocation:I,historyActi"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"length": 3894,
|
| 24 |
+
"preview": "},\"\"):String(n.body);return{path:r,submission:{formMethod:i,formAction:s,formEncType:n.formEncType,formData:void 0,json:void 0,text:h}}}else if(n.formEncType===\"application/json\"){if(!_r(i))return a()"
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"length": 16815,
|
| 28 |
+
"preview": ";r[o]=Oc(\"colors\",t[n])}),r}const $y=\"theme-ui-color-mode\",vf=\"(prefers-color-scheme: dark)\",s4=\"(prefers-color-scheme: light)\",Uy={get:()=>{try{return window.localStorage.getItem($y)}catch(e){console"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"length": 3908,
|
| 32 |
+
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| 98 |
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{
|
| 99 |
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|
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"preview": ",children:_.jsx(Zm,{delay:100,children:_.jsxs(\"div\",{className:\"subject-card\",children:[_.jsx(\"div\",{className:\"subject-icon\",children:_.jsx(\"img\",{className:\"subject-img\",src:n.icon})}),_.jsxs(\"div\","
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|
| 102 |
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{
|
| 103 |
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|
| 104 |
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"preview": "If you walked out of your home without knowing you\u2019d accidentally time traveled into the past, how long would it take you to realize what had happened? What if they had sent you back ten years, or thi"
|
| 105 |
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},
|
| 106 |
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{
|
| 107 |
+
"length": 9939,
|
| 108 |
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"preview": "Artists sometimes rethink what materials can even be used to make art. Consider the butter sculptures of Caroline Brooks, or the cassette tape sculptures of Erika Iris Simmons, in which the artist cra"
|
| 109 |
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},
|
| 110 |
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{
|
| 111 |
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"length": 2189,
|
| 112 |
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"preview": "\u201cWrite what you know,\u201d is the first piece of advice given to most students in writing workshops. Artists, too, tend to paint that which they\u2019ve experienced and observed; Monet spent a lot of time at h"
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| 113 |
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},
|
| 114 |
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{
|
| 115 |
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"length": 10840,
|
| 116 |
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"preview": "You can\u2019t read records that don\u2019t exist, just as you can\u2019t listen to music that was never recorded. Learn about the world\u2019s earliest record-keeping , usually credited to the Sumerians or the Egyptians"
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| 117 |
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},
|
| 118 |
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{
|
| 119 |
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"length": 2838,
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| 120 |
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"preview": "A ball drops; some scholars open red envelopes while others dip apple bits in honey. Different cultures around the world celebrate the new year differently and at different times, but all of them are "
|
| 121 |
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},
|
| 122 |
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{
|
| 123 |
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"length": 5237,
|
| 124 |
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"preview": "For a long time, the Tomb of the Unknown Soldier was also the Tomb of the Misplaced King: after Richard III fell in battle in 1485, it took centuries to locate his corpse. In 2012, a team of archaeolo"
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| 125 |
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},
|
| 126 |
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{
|
| 127 |
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"length": 7243,
|
| 128 |
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"preview": "Whether you see Edward Hopper\u2019s Nighthawks (1942) as a homage to solitude or as a paean for a lost era of root beer floats, the odds are good that you see it often. The recent Netflix series The Sandm"
|
| 129 |
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},
|
| 130 |
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{
|
| 131 |
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"length": 4972,
|
| 132 |
+
"preview": "True stories are one of the most popular sources of script ideas in Hollywood. But some are meaningfully less true than others. Discuss with your team: how much should filmmakers be allowed to change "
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
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"length": 4476,
|
| 136 |
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"preview": "Some tourists opt for hands-on experiences\u2014such as learning to cook Thai food in Chiang Mai, walking the streets of Xi\u2019an in Tang-dynasty outfits , honing their shuriken-throwing at a \u201cNinja Village\u201d "
|
| 137 |
+
},
|
| 138 |
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{
|
| 139 |
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"length": 4266,
|
| 140 |
+
"preview": "Small bits of music can quickly conjure up a time and place. Consider the following examples of these musical riffs and motifs, then discuss: when is it okay to use a musical clich\u00e9 as a storytelling "
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"length": 5500,
|
| 144 |
+
"preview": "Examine these postcards in which 19th century French artists tried to imagine their world a century in the future, along with this set from the year 1900 doing the same for the year 2000 (and totally "
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"length": 3179,
|
| 148 |
+
"preview": "Historians draw on newspaper and other records of this kind to construct their story of the past. But the nature of journalism\u2014what is being communicated, to whom, and in what formats\u2014has changed over"
|
| 149 |
+
},
|
| 150 |
+
{
|
| 151 |
+
"length": 2373,
|
| 152 |
+
"preview": "Some old games are being reimagined as television shows, movies , and mobile apps ; even their soundtracks are sometimes revived for orchestral performance . But these adaptations require looking at h"
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"length": 8687,
|
| 156 |
+
"preview": "You haven\u2019t studied enough for the Scholar\u2019s Challenge? \u201cThat\u2019s a tomorrow problem,\u201d your teammate says. \u201cFirst, we need to book a flight to Baku.\u201d Economists also distinguish between today\u2019s problems"
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"length": 6466,
|
| 160 |
+
"preview": "The world is only as large as our voices can carry across it. The invention of the telegraph in the 1840s shrank the world ; by 1858 the first telegraph cable across the Atlantic meant stockbrokers in"
|
| 161 |
+
},
|
| 162 |
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{
|
| 163 |
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"length": 2090,
|
| 164 |
+
"preview": "Suppose a single drop of blood were enough to test you for a host of diseases; you could learn if you had lupus with less pain than from a papercut. That was the marketing pitch of the company Therano"
|
| 165 |
+
},
|
| 166 |
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{
|
| 167 |
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"length": 6894,
|
| 168 |
+
"preview": "In a world new to airships and submarines, the UFOs of the early 20th century looked like\u2014airships and submarines. Mysterious steam-powered blimps roved the night sky. By the late 1940s, they had evol"
|
| 169 |
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},
|
| 170 |
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{
|
| 171 |
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"length": 4296,
|
| 172 |
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"preview": "Rip Van Winkle slept for twenty years, Steve Rogers for seventy, Aang for a hundred\u2014in each case, with remarkably little impact on their health. (Rip Van Winke did grow some facial hair.) Imagine that"
|
| 173 |
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},
|
| 174 |
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{
|
| 175 |
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"length": 3975,
|
| 176 |
+
"preview": "In 2009, the Australian government announced an ambitious project to provide super-fast fiber-based Internet to 93% of the population; in 2013, it revised the plan to reuse existing copper wire; in 20"
|
| 177 |
+
},
|
| 178 |
+
{
|
| 179 |
+
"length": 6554,
|
| 180 |
+
"preview": "Nostradamus never predicted that people would remember him 500 years later, but his reputation for accurate prophecies has nonetheless flourished for centuries. Discuss with your team: why do people w"
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"length": 1582,
|
| 184 |
+
"preview": "Explore the following futuristic technologies that failed to be widely adopted. What prevented their success, and is there a situation in the future where they might find popularity? rocket mail | fly"
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"length": 3865,
|
| 188 |
+
"preview": "Rasputin may be the most famous Russian monk, but he wasn\u2019t the first to opine on geopolitical affairs. In the 16th century, his distant (and also lushly-bearded) predecessor Filofei proposed (in lett"
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"length": 4830,
|
| 192 |
+
"preview": "The Hangzhou Round famously caught fire. But what is a fire, and how does it burn? Begin your exploration of this topic with the terms below: oxidization | ignition | combustion | flash point | convec"
|
| 193 |
+
},
|
| 194 |
+
{
|
| 195 |
+
"length": 2485,
|
| 196 |
+
"preview": "JFK\u2019s most famous speech may have been about going to the moon, but that giant leap was a lot easier to achieve than peace in his (or our) time. Watch these selected excerpts from his \u201cpeace speech\u201d a"
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"length": 3655,
|
| 200 |
+
"preview": "\u201cTime of death,\u201d says a doctor on TV, after frantic efforts to get someone\u2019s heart pumping again fail, \u201c5:11 am.\u201d If it were only that simple! Research is increasingly suggesting that death is a compl"
|
| 201 |
+
},
|
| 202 |
+
{
|
| 203 |
+
"length": 4088,
|
| 204 |
+
"preview": "The third book of the Lord of the Rings trilogy is titled The Return of the King; in it (spoilers ahead) the character Aragorn returns to unite humanity against a dire threat. The idea of a prophesied"
|
| 205 |
+
},
|
| 206 |
+
{
|
| 207 |
+
"length": 2932,
|
| 208 |
+
"preview": "Sometimes cars don\u2019t start\u2014but when they do, how does it happen? Explore the ways in which cars can be powered on. And that\u2019s only the start(er): once a car is moving, it speeds away propelled by a se"
|
| 209 |
+
},
|
| 210 |
+
{
|
| 211 |
+
"length": 4939,
|
| 212 |
+
"preview": "During a difficult conversation, you look down and see what looks like a giraffe in the carpet. This phenomenon\u2014the human brain\u2019s ability to find patterns and images even where none exist\u2014is called pa"
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"length": 2923,
|
| 216 |
+
"preview": "Some creative works\u2014including film, theatrical productions, and even novels\u2014fail at the first go, but are then reworked in new ways months, years, or even decades later, in hopes that they can find th"
|
| 217 |
+
},
|
| 218 |
+
{
|
| 219 |
+
"length": 2915,
|
| 220 |
+
"preview": "The future began in 1909\u2014or, at least, futurism did. When Italian poet Filippo Tommaso Marinetti coined the word 'futurism' , he imagined a world of speed, danger, and beauty. To him, this future coul"
|
| 221 |
+
},
|
| 222 |
+
{
|
| 223 |
+
"length": 829,
|
| 224 |
+
"preview": "Reconstruct, reimagine, reignite: consider the works of David Irvine as examples of how new art can be made from old things, even those found in thrift stores. Will the future be built from bits of th"
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"length": 2861,
|
| 228 |
+
"preview": "The journey of a thousand miles begins with a single step, but how does it end? Have you ever asked someone, \u201cAre we there yet?\u201d If so, whom were you asking\u2014and where were you going? Did you ever get "
|
| 229 |
+
},
|
| 230 |
+
{
|
| 231 |
+
"length": 3647,
|
| 232 |
+
"preview": "Before 1985, you\u2019d have had no idea how long it would take to install a program on your computer\u2014or to save a file, or to complete an online form. (To be fair, there were no online forms.) Consider th"
|
| 233 |
+
},
|
| 234 |
+
{
|
| 235 |
+
"length": 1400,
|
| 236 |
+
"preview": "Things to do today include exploring the history of the to-do list ( alternate link ). You\u2019ll find that they were famously used by Benjamin Franklin and Leonardo da Vinci, among other high achievers o"
|
| 237 |
+
},
|
| 238 |
+
{
|
| 239 |
+
"length": 5219,
|
| 240 |
+
"preview": "In November 2025, the Supreme Court of Bangladesh restored the practice of caretaker governments. In most countries with parliamentary systems, when an election is about to take place, a caretaker gov"
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"length": 1871,
|
| 244 |
+
"preview": "Finished works don\u2019t materialize out of thin air. Authors, artists, musicians, architects, animators\u2014nearly all creators go through one or more rough drafts before coming up with a finished product. F"
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"length": 4726,
|
| 248 |
+
"preview": "As returning scholars might remember, some big projects take much too long to finish\u2014high speed rail in California, the Haunted Chocolatier, these outlines. Some never get there at all. Explore the fo"
|
| 249 |
+
},
|
| 250 |
+
{
|
| 251 |
+
"length": 2683,
|
| 252 |
+
"preview": "Dubai barely has them; in New York they\u2019re bustling with people and halal food stands. Research the history of the sidewalk\u2014that liminal gap between street and building that serves as a gathering plac"
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"length": 3344,
|
| 256 |
+
"preview": "Products can have rough drafts too. To see how well they work and what people think of them, companies often create early samples\u2014or prototypes\u2014of potential products. Here are some examples of prototy"
|
| 257 |
+
},
|
| 258 |
+
{
|
| 259 |
+
"length": 4426,
|
| 260 |
+
"preview": "You\u2019re there now\u2014but why? If you\u2019ve ever forgotten why you walked into a room, you may have experienced what scientists call the doorway effect . This temporary amnesia happens when you pass through t"
|
| 261 |
+
},
|
| 262 |
+
{
|
| 263 |
+
"length": 3901,
|
| 264 |
+
"preview": "In 2001, millennial pop star Britney Spears sang that she was \u201cnot a girl, not yet a woman\u201d. In other words, she was an adolescent. Actually, she was 20 at the time\u2014no longer a teenager, but well belo"
|
| 265 |
+
},
|
| 266 |
+
{
|
| 267 |
+
"length": 5208,
|
| 268 |
+
"preview": "In the fifteenth century, Europeans launched their caravels and galleons on what would become a merciless colonial crusade around the globe. They relied on a Chinese invention, the compass , which tra"
|
| 269 |
+
},
|
| 270 |
+
{
|
| 271 |
+
"length": 5324,
|
| 272 |
+
"preview": "\u201cAll roads lead to Rome,\u201d insisted one medieval European proverb. (In other parts of the world, roads led elsewhere.) While Roman roads may be the most famous for their longevity and scale , they were"
|
| 273 |
+
},
|
| 274 |
+
{
|
| 275 |
+
"length": 3015,
|
| 276 |
+
"preview": "People on the road have historically needed places to park themselves too. With your team, explore the history of inns and hotels , including what might be the oldest hotel in the world . What differe"
|
| 277 |
+
},
|
| 278 |
+
{
|
| 279 |
+
"length": 5437,
|
| 280 |
+
"preview": "\u201cScience has not yet mastered prophecy,\u201d Neil Armstrong (the first man on the moon) once said. \u201cWe predict too much for the next year and yet far too little for the next ten.\u201d Indeed, some technologie"
|
| 281 |
+
},
|
| 282 |
+
{
|
| 283 |
+
"length": 2042,
|
| 284 |
+
"preview": "When is it a good idea to give up? Be sure to learn about the sunk cost fallacy . Does it imply that we should quit on things more often? How about on people? Is it always better to know how long it\u2019l"
|
| 285 |
+
}
|
| 286 |
+
]
|
benchmark/WSC_Writing/from_repo_raw/all_guiding_questions.json
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benchmark/WSC_Writing/from_repo_raw/all_guiding_questions.txt
ADDED
|
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benchmark/WSC_Writing/from_repo_raw/discussion_prompts.json
ADDED
|
@@ -0,0 +1,5 @@
|
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|
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|
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[
|
| 2 |
+
"If you walked out of your home without knowing you\u2019d accidentally time traveled into the past, how long would it take you to realize what had happened? What if they had sent you back ten years, or thirty, or a hundred? Discuss with your team: how far into the past would you need to be to realize instantly that you were in a different era? One clue to your whenabouts might be the text around you: not just the headlines on newspapers and store signs, but the fonts they\u2019re printed in. Consider some of the history of typography , then discuss with your team: how different would the world look today if Microsoft had chosen Comic Sans instead of Calibri as its default typeface in the early 2000s\u2014or as its successor 20 years later. The London Underground also decided to update its font in 2016 for a more modern look\u2014did it succeed? Be sure to learn the difference between serif and sans serif fonts, and then see which ones are used more widely. Does the same distinction apply in non-Western alphabets? Recently, the United States Department of State changed its own default font from Times New Roman to Calibri\u201420 years after first switching from Courier to Times New Roman. Each move sparked at least 36 points of controversy. Discuss with your team: should governments even have standardized fonts? If so, how should they pick them, and when should they change them? If all these fonts confuse you\u2014or you just want to check whether a document (such as an alternative World Scholar\u2019s Cup outline) is a forgery\u2014you could always hire a forensic font expert . Read about the kind of work such experts do, then discuss with your team: should some fonts be reserved for exclusive use by AIs and others for humans? Time travelers often struggle to pay for things; their currency has a cancelled Marvel actor\u2019s face on it, or they don\u2019t know what money is, or they can\u2019t make the self-checkout machines work. (Then again, can anyone ?) If you found yourself at a supermarket in 1963, you wouldn\u2019t have been able to pay for anything at all until the clerk typed in the price of every item you wanted to buy, one at a time. Doing so quickly was a coveted skill: there was even a competition with prizes like free trips to Hawaii. The adoption of the barcode in the 1960s was a buzzkill for such price-inputting savants . Discuss with your team: what other technologies do we take for granted when we\u2019re at stores or shopping online? And do you support efforts to reimagine in-person shopping without any form of checkout at all ? Just as barcodes transformed checkout, QR codes have changed many other everyday experiences, from debate tree distribution (sometimes) to accessing restaurant menus. But a change that seemed inevitable during the pandemic has run into resistance since. Discuss with your team: is this pushback a classic example of society resisting technological progress, only to eventually succumb? Are there any technologies that were supposed to change the world which were rejected and stayed rejected?",
|
| 3 |
+
"Artists sometimes rethink what materials can even be used to make art. Consider the butter sculptures of Caroline Brooks, or the cassette tape sculptures of Erika Iris Simmons, in which the artist crafted portraits of famous musicians out of their own recordings. Discuss with your team: should more portraits be made of materials related to their subjects? Do works such as Dominique Blain\u2019s Missa \u2014an assemblage of one hundred army boots\u2014force us to reconsider old topics in new ways, or do they rely too much on novelty instead of skill? A scholar from New Zealand once revealed that her artistic talent also involved an unusual medium: she painted on pizza dough\u2014with tomato sauce. (This approach works less well on existing paintings.) If she had been born 40,000 years ago\u2014and to an egalitarian society with access to foreign fruits\u2014she might have painted on cave walls instead. While tomato-based pigment wouldn\u2019t have survived to the modern era, some ancient cave art has. Consider recent efforts to reconstruct the earliest cave art, including this 35,000 year-old illustration of a babirusa deep in the Maros-Pangkep caves of Indonesia. Then, discuss with your team: were these early cave dwellers artists? Is there a difference between painting and documentation\u2014or between drawing and doodling? Are Charles Darwin\u2019s surviving sketches of finches in the Galapagos fit to be called works of art? If it were a Starbucks, they\u2019d just build another one across the street. It\u2019s harder to know what to do when a historical site is overcrowded. Some governments impose quotas, as Peru did in 2019 on visitors to the Incan city of Machu Picchu. Facing a similar situation when tourists swamped its Lascaux Caves to see the art on their walls, France\u2014 built another one across the street. Is it misleading to present such recreations to tourists as worthwhile destinations? Does it matter whether the duplicates were made by human hands or a 3D printer, or how far they are from the original? Consider this proposal to build another Egyptian pyramid in Detroit or this second Eiffel Tower , named Eiffela by creator Phillipe Maindron. The world is full of such efforts: learn more about these other Eiffel tower replicas , including those in Texas, Pakistan, and China, then discuss with your team: what other historical landmark would you want to duplicate? Where would you put it, and would you make it exactly like the original or would you reimagine it in some way? Even if these sites weren\u2019t overcrowded\u2014more Baku than Kuala Lumpur\u2014they would still require us to travel to them. Not everyone has the means. But, at least in theory, far more people could visit reconstructions of them in virtual reality , or VR. (VR was the last trendy two-letter acronym before AI.) Explore the offerings of the Australian company Lithodomos, then discuss with your team: would you support this technology being used in classrooms ? Should more real-world tourism be replaced with VR visits? Check out the following VR implementations at museums, then discuss with your team: are these VR interpretations of past works themselves new works of art? The Ochre Atelier | London Tate Museum The Opening of the Diet 1863 | National Museum of Finland Artists have been experimenting with integrating VR directly into their work. Consider the pieces below, then discuss with your team: would they still have as much artistic value without the VR elements? How soon do you think AI will be integrated into art in the same way, or is this integration already happening? I Came and Went as a Ghost Hand | Rachel Rossin (2016) La Camera Insabbiata | Laurie Anderson & Hsin-Chien Huang (2017) Sometimes, a work isn\u2019t copied as much as it is reinterpreted. In the 1980s, two Soviet artists-in-exile, Vitaly Komar and Alexander Melamid, painted the head of Josef Stalin perched on a woman's hand. Judith on the Red Square was just one of many takes on a historical moment that may never even have happened. Compare their version with those below, then discuss with your team: how do their styles and meanings vary? If, as critics argue , they celebrate \u201cfemale rage\u201d, should we still be studying any of them? Pay special attention to the Mannerist style of Giorgio Vasari, in which artists abandon the pursuit of realism in favor of imagined ideals. When is it better to make something less realistic ? Judith with the Head of Holofernes | Michael Wolgemut & Wilhelm Pleydenwurff (1493) Judith and Holofernes | Giorgio Vasari (1554) Judith Slaying Holofernes | Artemisia Gentileschi (1612-13) Judith and Holofernes | Pedro Americo (1880) Judith and Holofernes | Kehinde Wiley (2012) In 2023, when the Mauritshuis Museum in the Hague lent out one of its most famous works\u2014Johannes Vermeer\u2019s The Girl with the Pearl Earring (1665)\u2014it launched a competition, titled My Girl with a Pearl , for something to hang in its place. Over 3500 artists submitted their reimaginings of the original Vermeer. The winner was a lovely work titled A Girl with Glowing Earrings \u2014which turned out to have been made using AI. The museum was criticized , even as the German-based artist Julian van Dieken behind it pointed out that he had been upfront about his methods. Discuss with your team: should museums be allowed to display art generated using AI tools? Sitting astride a gallant white steed in Jacques-Louis David\u2019s Napoleon Crossing the Alps (1801) is purportedly Napoleon, but Napolean didn\u2019t want to pose for the work \u2014despite having given David very specific instructions on what to paint. \u201c Calme sur un cheval fougueux ,\u201d he requested. Calm on a fiery horse . For a model, David resorted to his own son\u2014who stood calmly on a fiery ladder. To achieve more drama, he replaced the mule from Napoleon\u2019s actual journey (on a fair summer day) with a stallion (battling a blistering storm). The most accurate thing about the painting was the uniform. It had only been a year since the actual event happened; surely some people knew how inaccurate the work was, and his own face in it was bland and undetailed\u2014but Napoleon reputably loved the finished product. \u201cNobody knows if the portraits of the great men resemble them [anyway],\u201d the victorious general offered, by way of justification. Discuss with your team: was Napoleon right in recognizing that history would remember how David had portrayed him? You should also take a look at this piece by Paul Delaroche in 1853, which tried to reconstruct the past more accurately than it had been reimagined in the present\u2014should an AI be used to transplant some of the details from this version into the original piece? Napoleon rode his white \u201chorse\u201d; George Washington rode a raft. Emanuel Leutze's Washington Crossing the Delaware (1851) captures a key moment in America's founding myth: the future first president leading his men against on the British. As paintings go, it is iconic; it is also inaccurate . In 2011, Mort Kunstler reimagined the scene more realistically. Compare his take to Leutze's, then consider a version that critiques the myth behind all of it: Robert Colescott's \u201c George Washington Carver Crossing the Delaware: Page from an American History Textbook (1975). If you could print only one of these three works in a history textbook, which would you choose? Did Leutze\u2019s become the most iconic only because it was first? In Puerto Rico, tourists can visit an old fort, the Castillo (Castle) San Felipe del Morro , which is now a museum with grand views of the sea. Those of us who grew up watching Disney might think of castles as places from which princesses emerge to build snowmen, but in real life they more often served as military bases and seats of regional power. Explore some of the techniques used to reconstruct castles that have lost the battle with time, such as LED lights , 3D models , and VR \u2014 then discuss with your team: should they be rebuilt in real life instead? When rebuilding castles in real life, should we update them to reflect modern values such as sustainability, inclusiveness, and indoor plumbing? Consider the controversy in Japan over adding elevators to Nagoya Castle for guests experiencing limited mobility, then discuss with your team: at what point does rebuilding something become reimagining it? Attempts to restore the Notre-Dame Cathedral in Paris also raised similar questions . Should these rebuilt structures still be considered as UNESCO World Heritage Sites ? The Queen King of England doesn\u2019t live in a castle; Buckingham Palace has neither a moat nor a drawbridge. Castles and palaces are often confused \u2014unsurprising, as both are large structures with no real purpose in the year 2024. Research the following castles and palaces that have found ways to open their doors to modern visitors, then discuss with your team: would their original residents have liked \u201cwhat we\u2019ve done with the place\u201d? While most renovated castles and palaces are converted into hotels or museums, what else could be done with them? Should they be converted into low-cost housing for those in need? The Winter Palace (Russia) | Rambagh Palace (India) Parador Alcaniz (Spain) | St Donats Castle (Wales) Alnwick Castle (England) | Doune Castle (Scotland) Castles aren\u2019t the only instances of old infrastructure finding new life in the modern world. In medieval times London Bridge was a living bridge , serving not just as a river crossing but as the host of an entire community of shops and houses. Now it\u2019s just a song lyric and a thoroughfare. In New York, an old elevated rail line has been reborn as the popular High Line park ; in Hong Kong and Athens , retired airports\u2014with their massive footprints\u2014are being redeveloped into entire neighborhoods. On a smaller scale, many urban rooftops are becoming organic farms and suburban parking lots solar farms . Discuss with your team: what other aspects of older infrastructure could be used in new ways with minimal changes?",
|
| 4 |
+
"\u201cWrite what you know,\u201d is the first piece of advice given to most students in writing workshops. Artists, too, tend to paint that which they\u2019ve experienced and observed; Monet spent a lot of time at his lily pond . But there have always been some artists who blend the real with the imaginary. Consider the following works, then discuss with your team: should we respond differently to art that tries to imagine what could be, art that imagines what could never be, and art that shows us what we didn\u2019t realize already was? A Reversible Anthropomorphic Portrait of a Man Composed of Fruit | Giuseppe Arcimboldo Aerial Rotating House | Albert Robida (1883) Late Visitors to Pompeii | Carel Wilink (1931) Our Lady of the Iguanas | Graciela Iturbide (1979) The Strolling Saint | Pedro Meyer (1991) The Romantic Dollarscape | Pedro Alvarez (2003) Weirdos of Another Universe | Avery Gibbs (2023) Some artists choose to reimagine popular brands and fictional characters in ways that shine a new light on them and on society. Consider the following works, then discuss with your team: should these artists be required to secure permission from\u2014or even pay\u2014the companies whose brands or characters they are borrowing? Does it depend on how widely the work is distributed, or whether the work is positive or negative? Campbell\u2019s Soup Cans | Andy Warhol (1962) Liberation of Aunt Jemima & Liberation of Aunt Jemima: Cocktail | Betye Saar (1973) Kawsbob | Kaws (2010) Charlie Brown Firestarter | Banksy (2010) Life, Miracle Whip and Premium | Brendan O'Connell (2013) A smart fridge that could order more yogurt from the market for you when your supply runs low: the Internet of things (IoT) devices promised to revolutionize our daily live, from thermostats that learn when you\u2019re home to umbrellas that check the weather forecast before you leave home. But we are now more than a decade into the IoT revolution, and it has mostly filled our houses with useless gadgets that are privacy and security risks and frequently turn into e-waste . Discuss with your team: what went wrong? Do people simply not want their homes full of IoT devices, or is this a technology whose time has just not yet come?"
|
| 5 |
+
]
|
benchmark/WSC_Writing/from_repo_raw/guiding_questions_extracted.json
ADDED
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@@ -0,0 +1,6 @@
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| 1 |
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{
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"questions": [
|
| 3 |
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"The Best is Yet to Be, or Not To Be?"
|
| 4 |
+
],
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"themes": []
|
| 6 |
+
}
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benchmark/WSC_Writing/scholarscup_org_events_.html
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|
| 1 |
+
<!DOCTYPE html>
|
| 2 |
+
<html lang="en" xmlns:fb="http://ogp.me/ns/fb#">
|
| 3 |
+
<head>
|
| 4 |
+
<meta charset="utf-8">
|
| 5 |
+
<title>The World Scholar's Cup · Team Events</title>
|
| 6 |
+
<meta name="description" content="">
|
| 7 |
+
<meta property="og:image" content="https://scholarscup2.s3.amazonaws.com/static/ico/adopted.png" />
|
| 8 |
+
<meta property="og:title" content="" />
|
| 9 |
+
<meta property="og:type" content="website">
|
| 10 |
+
<meta property="fb:app_id" content="" />
|
| 11 |
+
<link href="https://fonts.googleapis.com/css?family=Open+Sans:400italic,700italic,400,700%7COpen+Sans+Condensed:300,700" rel='stylesheet' type='text/css'>
|
| 12 |
+
<link href='https://rsms.me/inter/inter.css' rel='stylesheet' type='text/css'>
|
| 13 |
+
|
| 14 |
+
<link rel="icon" href="https://scholarscup2.s3.amazonaws.com/static/favicon.ico">
|
| 15 |
+
|
| 16 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 17 |
+
|
| 18 |
+
<link href="https://scholarscup2.s3.amazonaws.com/static/css/scholarscup.css" rel="stylesheet" type="text/css" media="all">
|
| 19 |
+
<script src="https://scholarscup2.s3.amazonaws.com/static/js/jquery-1.8.1.min.js"></script>
|
| 20 |
+
|
| 21 |
+
<!--[if lt IE 10]>
|
| 22 |
+
<script type="text/javascript" src="https://scholarscup2.s3.amazonaws.com/static/pie/PIE.js"></script>
|
| 23 |
+
<![endif]-->
|
| 24 |
+
<!--[if lt IE 9]>
|
| 25 |
+
<script src="http://html5shim.googlecode.com/svn/trunk/html5.js"></script>
|
| 26 |
+
<![endif]-->
|
| 27 |
+
<!--[if lte IE 8]>
|
| 28 |
+
<link href="https://scholarscup2.s3.amazonaws.com/static/css/ie8.css" rel="stylesheet" type="text/css" media="all" />
|
| 29 |
+
<![endif]-->
|
| 30 |
+
|
| 31 |
+
|
| 32 |
+
|
| 33 |
+
|
| 34 |
+
<link rel="shortcut icon" href="https://scholarscup2.s3.amazonaws.com/static/ico/favicon.ico">
|
| 35 |
+
|
| 36 |
+
<script type="text/javascript">
|
| 37 |
+
var _gaq = _gaq || [];
|
| 38 |
+
_gaq.push(['_setAccount', 'UA-3347116-1']);
|
| 39 |
+
_gaq.push(['_trackPageview']);
|
| 40 |
+
(function() {
|
| 41 |
+
var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true;
|
| 42 |
+
ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js';
|
| 43 |
+
var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
|
| 44 |
+
})();
|
| 45 |
+
</script>
|
| 46 |
+
<script type="text/javascript">
|
| 47 |
+
var fb_param = {};
|
| 48 |
+
fb_param.pixel_id = '6008476869235';
|
| 49 |
+
fb_param.value = '0.00';
|
| 50 |
+
(function(){
|
| 51 |
+
var fpw = document.createElement('script');
|
| 52 |
+
fpw.async = true;
|
| 53 |
+
fpw.src = (location.protocol=='http:'?'http':'https')+'://connect.facebook.net/en_US/fp.js';
|
| 54 |
+
var ref = document.getElementsByTagName('script')[0];
|
| 55 |
+
ref.parentNode.insertBefore(fpw, ref);
|
| 56 |
+
})();
|
| 57 |
+
</script>
|
| 58 |
+
<noscript><img height="1" width="1" alt="" style="display:none" src="https://www.facebook.com/offsite_event.php?id=6008476869235&value=0" /></noscript>
|
| 59 |
+
|
| 60 |
+
</head>
|
| 61 |
+
|
| 62 |
+
<body class="" data-spy="scroll" data-target=".pagenav">
|
| 63 |
+
|
| 64 |
+
<div id="fb-root"></div>
|
| 65 |
+
<script>(function(d, s, id) {
|
| 66 |
+
var js, fjs = d.getElementsByTagName(s)[0];
|
| 67 |
+
if (d.getElementById(id)) return;
|
| 68 |
+
js = d.createElement(s); js.id = id;
|
| 69 |
+
js.src = "//connect.facebook.net/en_US/all.js#xfbml=1";
|
| 70 |
+
fjs.parentNode.insertBefore(js, fjs);
|
| 71 |
+
}(document, 'script', 'facebook-jssdk'));</script>
|
| 72 |
+
<div class="navbar">
|
| 73 |
+
<div class="navbar-inner">
|
| 74 |
+
<div class="container">
|
| 75 |
+
<div class="row">
|
| 76 |
+
<div class="span5">
|
| 77 |
+
<form class="form-inline email-signup" id="signupFunnelForm">
|
| 78 |
+
<input type="text" class="email input-medium" placeholder="Email address">
|
| 79 |
+
<button type="submit" class="btn btn-primary">Stay Informed</button>
|
| 80 |
+
</form>
|
| 81 |
+
</div>
|
| 82 |
+
<div class="span7">
|
| 83 |
+
<ul class="nav">
|
| 84 |
+
<li><a href="#" class="signupModalTrigger">Sign Up</a></li>
|
| 85 |
+
<li><a href="https://www.facebook.com/scholarscup">Facebook</a></li>
|
| 86 |
+
<li>
|
| 87 |
+
<form class="form-search">
|
| 88 |
+
<input type="search" id="st-search-input" class="st-search-input input-medium search-query" placeholder="Search">
|
| 89 |
+
<!--button type="submit" class="btn">Search</button-->
|
| 90 |
+
</form>
|
| 91 |
+
</li>
|
| 92 |
+
</ul>
|
| 93 |
+
</div>
|
| 94 |
+
</div>
|
| 95 |
+
</div>
|
| 96 |
+
</div>
|
| 97 |
+
</div>
|
| 98 |
+
|
| 99 |
+
<div id="header">
|
| 100 |
+
<div class="container">
|
| 101 |
+
|
| 102 |
+
<div class="row">
|
| 103 |
+
<div id="title" class="span5">
|
| 104 |
+
<h2><a href="/">The World Scholar's Cup</a></h2>
|
| 105 |
+
</div>
|
| 106 |
+
<div class="span7">
|
| 107 |
+
|
| 108 |
+
<ul class="nav nav-pills">
|
| 109 |
+
<li class="dropdown">
|
| 110 |
+
<a href="#" class="dropdown-toggle" role="button" data-toggle="dropdown" id="expLabel">The Experience <b class="caret"></b></a>
|
| 111 |
+
<ul class="dropdown-menu" role="menu" aria-labelledby="expLabel">
|
| 112 |
+
<li class=""><a href="/intro/">Welcome Letters</a></li>
|
| 113 |
+
<li class="active"><a href="/events/">Team Events</a></li>
|
| 114 |
+
<li class=""><a href="/communityevents/">Community Events</a></li>
|
| 115 |
+
<li class=""><a href="/themes/">Themes</a></li>
|
| 116 |
+
<li class=""><a href="/subjects/">Subjects</a></li>
|
| 117 |
+
<li class=""><a href="/calendar/">Calendar & Registration</a></li>
|
| 118 |
+
<li class=""><a href="/videos/">Videos</a></li>
|
| 119 |
+
|
| 120 |
+
|
| 121 |
+
|
| 122 |
+
|
| 123 |
+
|
| 124 |
+
<li class=""><a href="/global-round/">Global Rounds</a></li>
|
| 125 |
+
<li class=""><a href="/toc/">Tournament of Champions</a></li>
|
| 126 |
+
</ul>
|
| 127 |
+
</li>
|
| 128 |
+
<li class="dropdown">
|
| 129 |
+
<a href="#" class="dropdown-toggle" role="button" data-toggle="dropdown"id="aboutLabel">About Us <b class="caret"></b></a>
|
| 130 |
+
<ul class="dropdown-menu" role="menu" aria-labelledby="aboutLabel">
|
| 131 |
+
<li class=""><a href="/mission/">Values and Vision</a></li>
|
| 132 |
+
<li class=""><a href="/history/">History</a></li>
|
| 133 |
+
<li class=""><a href="/results/">Results</a></li>
|
| 134 |
+
<li class=""><a href="/team/">Team</a></li>
|
| 135 |
+
<li class=""><a href="/hosts/">Host Schools</a></li>
|
| 136 |
+
<li class=""><a href="/partners/">Partners</a></li>
|
| 137 |
+
<li class=""><a href="/faq/">FAQ</a></li>
|
| 138 |
+
<!--li class=""><a href="/countries/">Countries</a></li-->
|
| 139 |
+
<li class=""><a href="/contact/">Contact Us</a></li>
|
| 140 |
+
</ul>
|
| 141 |
+
</li>
|
| 142 |
+
<li class="dropdown">
|
| 143 |
+
<a href="#" class="dropdown-toggle" role="button" data-toggle="dropdown"id="involveLabel">Get Involved <b class="caret"></b></a>
|
| 144 |
+
<ul class="dropdown-menu" role="menu" aria-labelledby="involveLabel">
|
| 145 |
+
<li class=""><a href="/start/">Join the Program</a></li>
|
| 146 |
+
<!--li class=""><a href="/find/">Find an Event</a></li-->
|
| 147 |
+
<li class=""><a href="/volunteer/">Volunteer</a></li>
|
| 148 |
+
<li class=""><a href="/host/">Host a Round</a></li>
|
| 149 |
+
<li class=""><a href="/support/">Become a Sponsor</a></li>
|
| 150 |
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<li class=""><a href="/partner/">Partner with Us</a></li>
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<li class=""><a href="/community/">Explore the Community</a></li>
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<li class=""><a href="/spread/">Spread the Word</a></li>
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<div class="filler_compiled "><p><a href="http://pwaa.ca/covid19"></a></p></div>
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<ul class="pagenav">
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<!--<li><a href="#debate">Team Debate</a></li>
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<li><a href="#cup">Scholar's Cup</a></li>
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<li><a href="#writing">Collaborative Writing</a></li>
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<li><a href="#challenge">Scholar's Challenge</a></li>-->
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<li><a href="#scholars-bowl">Scholar's Bowl</a></li>
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<li><a href="#collaborative-writing">Collaborative Writing</a></li>
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<li><a href="#scholars-challenge">Scholar's Challenge</a></li>
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<li><a href="#team-debate">Team Debate</a></li>
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<h1>Team Events</h1>
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<div class="topic row item_large" id="scholars-bowl">
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<div class="thumb span1"><img src="https://scholarscup2.s3.amazonaws.com/media/cache/da/1c/da1c7cfc8d9601237eb4969e4c420b1b.png" alt="Scholar's Bowl" style="margin:1px 0px 1px 0px"></div>
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<h3 class="title">Scholar's Bowl</h3>
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<div class="description">
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<p>Every team in the theater. Every team with a clicker. Every question harder than the one before. Your team will work together to solve analytic questions and multimedia challenges. Click your answers before time runs out, and don’t be surprised if you’re asked to connect a poem you studied to a clip from <em>Brooklyn Nine-Nine</em>.</p>
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<p><strong>It’s loud</strong>. You might even hear a team shout the wrong answer— hoping you’ll click it.</p>
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<p><strong>It's strategic</strong>. What will you and your teammates do when you disagree?</p>
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<p>Remember, it's not the first team to answer correctly that gets all the credit. You’re all racing the clock. But, the clock is fast and the stakes are high.</p>
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<h5 class="divider_text">Watch the Event</h5>
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<a href="https://www.youtube.com/watch?v=jtlkwPDPVi8" data-youtube-slug="jtlkwPDPVi8" class="video_link video_link_thumb">
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<img src="https://img.youtube.com/vi/jtlkwPDPVi8/0.jpg" width="220">
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<div class="topic row item_large" id="collaborative-writing">
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<div class="span6 details">
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<div class="row">
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<div class="thumb span1"><img src="https://scholarscup2.s3.amazonaws.com/media/cache/32/05/32051a0749e0c6153423756dacc58dee.png" alt="Collaborative Writing" style="margin:0px 1px 0px 1px"></div>
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<div class="span5">
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<h3 class="title">Collaborative Writing</h3>
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</div>
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<div class="description">
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<p>Speak with the power of your pen (or pencil!) You’ll be given three to four prompts, from the six subject areas, ranging from creative scenarios to explore to persuasive arguments to make. Two easy rules to remember: as a team you only need to write three of the prompts, and each of you needs to answer a different one. You’ll first have time to prepare with your teammates (but not your devices), then time by yourself to write the most compelling piece possible, then one last chance to review one another's work at the end. Whether you craft a poem or compose a five-paragraph essay, make sure your work excites and challenges you, because that means it'll excite and challenge your reader too.
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<br><br>
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<a href="https://www.dropbox.com/scl/fi/5cxl9ri1lziscxvnufxnv/Collaborative-Writing-Rubric.pdf?rlkey=5hs28p3rlk6jdlvrgneioueka&dl=1">Collaborative Writing Rubric</a></p>
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<h5 class="divider_text">Watch the Event</h5>
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<a href="https://www.youtube.com/watch?v=oabula3k_yc" data-youtube-slug="oabula3k_yc" class="video_link video_link_thumb">
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<img src="https://img.youtube.com/vi/oabula3k_yc/0.jpg" width="220">
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</a>
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<div class="topic row item_large" id="scholars-challenge">
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<div class="row">
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<div class="thumb span1"><img src="https://scholarscup2.s3.amazonaws.com/media/cache/2b/3f/2b3f982c8074b4dc3c4bbf7d34a05bda.png" alt="Scholar's Challenge" style="margin:4px 0px 5px 0px"></div>
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<h3 class="title">Scholar's Challenge</h3>
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<div class="description">
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<p>It’s multiple choice, so make multiple choices. The Challenge looks like any other test, but with an alpaca-powered twist: you can mark more than one answer per question. The fewer you mark, the more points you can earn if you’re right. (Yes, that means you can finally guess C and D... and also A, B, and E.) Apply your knowledge of the six subjects successfully and you can win medals in one, two, or all of them. </p>
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<p>You’ll soon discover what all World Scholars do: that even if you think you’re an expert in science, you might win a medal in the arts, and that the best way to prepare for a test that touches on everything is to talk through it all with your team, day by day.</p>
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<p>Play your cards right, and you could earn enough medals to warrant a neck brace.</p>
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</div>
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<div class="span3 sidebar">
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<h5 class="divider_text">Watch the Event</h5>
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<a href="https://www.youtube.com/watch?v=GkVKojZtRIc" data-youtube-slug="GkVKojZtRIc" class="video_link video_link_thumb">
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<img src="https://img.youtube.com/vi/GkVKojZtRIc/0.jpg" width="220">
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<div class="row">
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<div class="thumb span1"><img src="https://scholarscup2.s3.amazonaws.com/media/cache/6a/a9/6aa9a49439a6fa768e7afab4aa74f13f.png" alt="Team Debate" style="margin:0px 3px 0px 3px"></div>
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<div class="span5">
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<h3 class="title">Team Debate</h3>
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</div>
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</div>
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<div class="description">
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<p>Each team debates three times, on motions across all the subjects, from policy to poetry. You may be arguing whether parents should have access to surveillance cameras at schools—or whether women make better superheroes. Debate is your chance to apply all that you’ve learned to make the most persuasive case you can. And, win or not, after each debate, you’ll give the other team feedback on how to improve.</p>
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<p>You'll first get 15 minutes to plan your team's arguments. Then, each person will speak for up to 4 minutes. Use your time wisely!</p>
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<p>Two-thirds of our students have never debated before; over half are EFL learners. The rest sign up <i>because</i> they’re debaters. For new debaters, it’s a great introduction; for experienced debaters, it’s a challenging new style.</p>
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<p>Sample motions from past seasons:</p>
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<p><li>Resolved: That parents should have the right to implant GPS trackers in their children.
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<li>Resolved: That social media has made it easier for people to recover from their mistakes.
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<li>Resolved: That if a group of experienced alien leaders came to Earth to help run our countries, we should let them.
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<li>Resolved: That laws should have expiration dates.</p>
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<p>After each round, each team gives constructive feedback to the other team on how to improve. Winning teams then face other winners—and non-winners other non-winners. The result: the teams with the least experience have the opportunity to gain more, and everyone becomes a better debater by the end of the day.</p>
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<p><a href="https://www.dropbox.com/scl/fi/4198p200b6infz3c83mgy/Debate-Scoring-Criteria-and-Guidelines.pdf?rlkey=hx82zldzzze0y51yj0p22qpj5&dl=1">Debate Scoring Criteria and Guidelines</a><br>
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<a href="https://www.dropbox.com/scl/fi/rqffeuyn2g5ijieadmucw/Debate-Scoring-Form.pdf?rlkey=qvua609ue036r5w1pzlve3x1c&dl=1">Debate Scoring Form</a><br>
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<a href="https://www.dropbox.com/scl/fi/uex9r7qqjfhxsj3ds9vp9/Debate-Adjudicator-Script.pdf?rlkey=jddabo5b8gejr24hlang0w0td&dl=1">Debate Adjudicator Script</a><br></p>
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<h5 class="divider_text">Watch the Event</h5>
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<a href="https://www.youtube.com/watch?v=s8ugE2wApXo" data-youtube-slug="s8ugE2wApXo" class="video_link video_link_thumb">
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<img src="https://img.youtube.com/vi/s8ugE2wApXo/0.jpg" width="220">
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<div id="footer">
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<div class="container">
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<div class="row">
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<div class="span12">
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<div class="filler_compiled "><p>Copyright © 2025 World Scholar’s Cup | 912 Thistlegate Rd. | Oak Park, CA 91377 | +1 866 325 7222 | +1 818 445 2246</p></div>
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<script src="https://scholarscup2.s3.amazonaws.com/static/js/scholarscup_all-ck.js"></script>
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<![endif]-->
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<div class="modal hide fade mode-signup" id="signupDownload">
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<form action="/ajax/email_signup/" method="post">
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<button type="button" class="close" data-dismiss="modal" aria-hidden="true">×</button>
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<h3>
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<span class="mode-download">
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Sign Up and Download
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Sign Up
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<div class="mode-download"><div class="filler_compiled "><p>We'd like to keep you up to date with all upcoming dates, exciting tournaments, and other interesting Scholar's Cup news! You'll only need to do this once.</p></div></div>
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<div class="mode-signup"><div class="filler_compiled "><p>We'd like to keep you up to date with all information about upcoming World Scholar's Cup themes and events!</p></div></div>
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</div>
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<fieldset>
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<label>Name <span class="req">*</span></label>
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<input type="text" name="fname" class="input-small" placeholder="First" required="required" id="firstSignupDownloadInput">
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<input type="text" name="lname" class="input-medium" placeholder="Last" required="required">
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<label for="email">Email Address <span class="req">*</span></label>
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<input type="email" name="email" class="input-large" required="required">
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<label for="country">Country or Region <span class="req">*</span></label>
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<select type="text" name="country" class="input-large" required="required">
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<option value="AF">Afghanistan</option>
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<option value="AX">Åland Islands</option>
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<option value="AL">Albania</option>
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<option value="DZ">Algeria</option>
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<option value="AS">American Samoa</option>
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<option value="AD">Andorra</option>
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<option value="BB">Barbados</option>
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<option value="BY">Belarus</option>
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<option value="BO">Bolivia</option>
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<option value="BQ">Bonaire, Sint Eustatius and Saba</option>
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<option value="BA">Bosnia and Herzegovina</option>
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<option value="BW">Botswana</option>
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<option value="BV">Bouvet Island</option>
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<option value="BR">Brazil</option>
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<option value="IO">British Indian Ocean Territory</option>
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<option value="BN">Brunei</option>
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<option value="BG">Bulgaria</option>
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<option value="BF">Burkina Faso</option>
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<option value="BI">Burundi</option>
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<option value="CV">Cabo Verde</option>
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<option value="KH">Cambodia</option>
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<option value="CM">Cameroon</option>
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<option value="CA">Canada</option>
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<option value="KY">Cayman Islands</option>
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<option value="CF">Central African Republic</option>
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<option value="TD">Chad</option>
|
| 498 |
+
|
| 499 |
+
<option value="CL">Chile</option>
|
| 500 |
+
|
| 501 |
+
<option value="CN">China</option>
|
| 502 |
+
|
| 503 |
+
<option value="CX">Christmas Island</option>
|
| 504 |
+
|
| 505 |
+
<option value="CC">Cocos (Keeling) Islands</option>
|
| 506 |
+
|
| 507 |
+
<option value="CO">Colombia</option>
|
| 508 |
+
|
| 509 |
+
<option value="KM">Comoros</option>
|
| 510 |
+
|
| 511 |
+
<option value="CG">Congo</option>
|
| 512 |
+
|
| 513 |
+
<option value="CD">Congo (the Democratic Republic of the)</option>
|
| 514 |
+
|
| 515 |
+
<option value="CK">Cook Islands</option>
|
| 516 |
+
|
| 517 |
+
<option value="CR">Costa Rica</option>
|
| 518 |
+
|
| 519 |
+
<option value="CI">Côte d'Ivoire</option>
|
| 520 |
+
|
| 521 |
+
<option value="HR">Croatia</option>
|
| 522 |
+
|
| 523 |
+
<option value="CU">Cuba</option>
|
| 524 |
+
|
| 525 |
+
<option value="CW">Curaçao</option>
|
| 526 |
+
|
| 527 |
+
<option value="CY">Cyprus</option>
|
| 528 |
+
|
| 529 |
+
<option value="CZ">Czech Republic</option>
|
| 530 |
+
|
| 531 |
+
<option value="DK">Denmark</option>
|
| 532 |
+
|
| 533 |
+
<option value="DJ">Djibouti</option>
|
| 534 |
+
|
| 535 |
+
<option value="DM">Dominica</option>
|
| 536 |
+
|
| 537 |
+
<option value="DO">Dominican Republic</option>
|
| 538 |
+
|
| 539 |
+
<option value="EC">Ecuador</option>
|
| 540 |
+
|
| 541 |
+
<option value="EG">Egypt</option>
|
| 542 |
+
|
| 543 |
+
<option value="SV">El Salvador</option>
|
| 544 |
+
|
| 545 |
+
<option value="GQ">Equatorial Guinea</option>
|
| 546 |
+
|
| 547 |
+
<option value="ER">Eritrea</option>
|
| 548 |
+
|
| 549 |
+
<option value="EE">Estonia</option>
|
| 550 |
+
|
| 551 |
+
<option value="ET">Ethiopia</option>
|
| 552 |
+
|
| 553 |
+
<option value="FK">Falkland Islands [Malvinas]</option>
|
| 554 |
+
|
| 555 |
+
<option value="FO">Faroe Islands</option>
|
| 556 |
+
|
| 557 |
+
<option value="FJ">Fiji</option>
|
| 558 |
+
|
| 559 |
+
<option value="FI">Finland</option>
|
| 560 |
+
|
| 561 |
+
<option value="FR">France</option>
|
| 562 |
+
|
| 563 |
+
<option value="GF">French Guiana</option>
|
| 564 |
+
|
| 565 |
+
<option value="PF">French Polynesia</option>
|
| 566 |
+
|
| 567 |
+
<option value="TF">French Southern Territories</option>
|
| 568 |
+
|
| 569 |
+
<option value="GA">Gabon</option>
|
| 570 |
+
|
| 571 |
+
<option value="GM">Gambia</option>
|
| 572 |
+
|
| 573 |
+
<option value="GE">Georgia</option>
|
| 574 |
+
|
| 575 |
+
<option value="DE">Germany</option>
|
| 576 |
+
|
| 577 |
+
<option value="GH">Ghana</option>
|
| 578 |
+
|
| 579 |
+
<option value="GI">Gibraltar</option>
|
| 580 |
+
|
| 581 |
+
<option value="GR">Greece</option>
|
| 582 |
+
|
| 583 |
+
<option value="GL">Greenland</option>
|
| 584 |
+
|
| 585 |
+
<option value="GD">Grenada</option>
|
| 586 |
+
|
| 587 |
+
<option value="GP">Guadeloupe</option>
|
| 588 |
+
|
| 589 |
+
<option value="GU">Guam</option>
|
| 590 |
+
|
| 591 |
+
<option value="GT">Guatemala</option>
|
| 592 |
+
|
| 593 |
+
<option value="GG">Guernsey</option>
|
| 594 |
+
|
| 595 |
+
<option value="GN">Guinea</option>
|
| 596 |
+
|
| 597 |
+
<option value="GW">Guinea-Bissau</option>
|
| 598 |
+
|
| 599 |
+
<option value="GY">Guyana</option>
|
| 600 |
+
|
| 601 |
+
<option value="HT">Haiti</option>
|
| 602 |
+
|
| 603 |
+
<option value="HM">Heard Island and McDonald Islands</option>
|
| 604 |
+
|
| 605 |
+
<option value="VA">Holy See</option>
|
| 606 |
+
|
| 607 |
+
<option value="HN">Honduras</option>
|
| 608 |
+
|
| 609 |
+
<option value="HK">Hong Kong</option>
|
| 610 |
+
|
| 611 |
+
<option value="HU">Hungary</option>
|
| 612 |
+
|
| 613 |
+
<option value="IS">Iceland</option>
|
| 614 |
+
|
| 615 |
+
<option value="IN">India</option>
|
| 616 |
+
|
| 617 |
+
<option value="ID">Indonesia</option>
|
| 618 |
+
|
| 619 |
+
<option value="IR">Iran</option>
|
| 620 |
+
|
| 621 |
+
<option value="IQ">Iraq</option>
|
| 622 |
+
|
| 623 |
+
<option value="IE">Ireland</option>
|
| 624 |
+
|
| 625 |
+
<option value="IM">Isle of Man</option>
|
| 626 |
+
|
| 627 |
+
<option value="IL">Israel</option>
|
| 628 |
+
|
| 629 |
+
<option value="IT">Italy</option>
|
| 630 |
+
|
| 631 |
+
<option value="JM">Jamaica</option>
|
| 632 |
+
|
| 633 |
+
<option value="JP">Japan</option>
|
| 634 |
+
|
| 635 |
+
<option value="JE">Jersey</option>
|
| 636 |
+
|
| 637 |
+
<option value="JO">Jordan</option>
|
| 638 |
+
|
| 639 |
+
<option value="KZ">Kazakhstan</option>
|
| 640 |
+
|
| 641 |
+
<option value="KE">Kenya</option>
|
| 642 |
+
|
| 643 |
+
<option value="KI">Kiribati</option>
|
| 644 |
+
|
| 645 |
+
<option value="KW">Kuwait</option>
|
| 646 |
+
|
| 647 |
+
<option value="KG">Kyrgyzstan</option>
|
| 648 |
+
|
| 649 |
+
<option value="LA">Laos</option>
|
| 650 |
+
|
| 651 |
+
<option value="LV">Latvia</option>
|
| 652 |
+
|
| 653 |
+
<option value="LB">Lebanon</option>
|
| 654 |
+
|
| 655 |
+
<option value="LS">Lesotho</option>
|
| 656 |
+
|
| 657 |
+
<option value="LR">Liberia</option>
|
| 658 |
+
|
| 659 |
+
<option value="LY">Libya</option>
|
| 660 |
+
|
| 661 |
+
<option value="LI">Liechtenstein</option>
|
| 662 |
+
|
| 663 |
+
<option value="LT">Lithuania</option>
|
| 664 |
+
|
| 665 |
+
<option value="LU">Luxembourg</option>
|
| 666 |
+
|
| 667 |
+
<option value="MO">Macao</option>
|
| 668 |
+
|
| 669 |
+
<option value="MK">Macedonia</option>
|
| 670 |
+
|
| 671 |
+
<option value="MG">Madagascar</option>
|
| 672 |
+
|
| 673 |
+
<option value="MW">Malawi</option>
|
| 674 |
+
|
| 675 |
+
<option value="MY">Malaysia</option>
|
| 676 |
+
|
| 677 |
+
<option value="MV">Maldives</option>
|
| 678 |
+
|
| 679 |
+
<option value="ML">Mali</option>
|
| 680 |
+
|
| 681 |
+
<option value="MT">Malta</option>
|
| 682 |
+
|
| 683 |
+
<option value="MH">Marshall Islands</option>
|
| 684 |
+
|
| 685 |
+
<option value="MQ">Martinique</option>
|
| 686 |
+
|
| 687 |
+
<option value="MR">Mauritania</option>
|
| 688 |
+
|
| 689 |
+
<option value="MU">Mauritius</option>
|
| 690 |
+
|
| 691 |
+
<option value="YT">Mayotte</option>
|
| 692 |
+
|
| 693 |
+
<option value="MX">Mexico</option>
|
| 694 |
+
|
| 695 |
+
<option value="FM">Micronesia (Federated States of)</option>
|
| 696 |
+
|
| 697 |
+
<option value="MD">Moldova</option>
|
| 698 |
+
|
| 699 |
+
<option value="MC">Monaco</option>
|
| 700 |
+
|
| 701 |
+
<option value="MN">Mongolia</option>
|
| 702 |
+
|
| 703 |
+
<option value="ME">Montenegro</option>
|
| 704 |
+
|
| 705 |
+
<option value="MS">Montserrat</option>
|
| 706 |
+
|
| 707 |
+
<option value="MA">Morocco</option>
|
| 708 |
+
|
| 709 |
+
<option value="MZ">Mozambique</option>
|
| 710 |
+
|
| 711 |
+
<option value="MM">Myanmar</option>
|
| 712 |
+
|
| 713 |
+
<option value="NA">Namibia</option>
|
| 714 |
+
|
| 715 |
+
<option value="NR">Nauru</option>
|
| 716 |
+
|
| 717 |
+
<option value="NP">Nepal</option>
|
| 718 |
+
|
| 719 |
+
<option value="NL">Netherlands</option>
|
| 720 |
+
|
| 721 |
+
<option value="NC">New Caledonia</option>
|
| 722 |
+
|
| 723 |
+
<option value="NZ">New Zealand</option>
|
| 724 |
+
|
| 725 |
+
<option value="NI">Nicaragua</option>
|
| 726 |
+
|
| 727 |
+
<option value="NE">Niger</option>
|
| 728 |
+
|
| 729 |
+
<option value="NG">Nigeria</option>
|
| 730 |
+
|
| 731 |
+
<option value="NU">Niue</option>
|
| 732 |
+
|
| 733 |
+
<option value="NF">Norfolk Island</option>
|
| 734 |
+
|
| 735 |
+
<option value="KP">North Korea</option>
|
| 736 |
+
|
| 737 |
+
<option value="MP">Northern Mariana Islands</option>
|
| 738 |
+
|
| 739 |
+
<option value="NO">Norway</option>
|
| 740 |
+
|
| 741 |
+
<option value="OM">Oman</option>
|
| 742 |
+
|
| 743 |
+
<option value="PK">Pakistan</option>
|
| 744 |
+
|
| 745 |
+
<option value="PW">Palau</option>
|
| 746 |
+
|
| 747 |
+
<option value="PS">Palestine, State of</option>
|
| 748 |
+
|
| 749 |
+
<option value="PA">Panama</option>
|
| 750 |
+
|
| 751 |
+
<option value="PG">Papua New Guinea</option>
|
| 752 |
+
|
| 753 |
+
<option value="PY">Paraguay</option>
|
| 754 |
+
|
| 755 |
+
<option value="PE">Peru</option>
|
| 756 |
+
|
| 757 |
+
<option value="PH">Philippines</option>
|
| 758 |
+
|
| 759 |
+
<option value="PN">Pitcairn</option>
|
| 760 |
+
|
| 761 |
+
<option value="PL">Poland</option>
|
| 762 |
+
|
| 763 |
+
<option value="PT">Portugal</option>
|
| 764 |
+
|
| 765 |
+
<option value="PR">Puerto Rico</option>
|
| 766 |
+
|
| 767 |
+
<option value="QA">Qatar</option>
|
| 768 |
+
|
| 769 |
+
<option value="RE">Réunion</option>
|
| 770 |
+
|
| 771 |
+
<option value="RO">Romania</option>
|
| 772 |
+
|
| 773 |
+
<option value="RU">Russia</option>
|
| 774 |
+
|
| 775 |
+
<option value="RW">Rwanda</option>
|
| 776 |
+
|
| 777 |
+
<option value="BL">Saint Barthélemy</option>
|
| 778 |
+
|
| 779 |
+
<option value="SH">Saint Helena, Ascension and Tristan da Cunha</option>
|
| 780 |
+
|
| 781 |
+
<option value="KN">Saint Kitts and Nevis</option>
|
| 782 |
+
|
| 783 |
+
<option value="LC">Saint Lucia</option>
|
| 784 |
+
|
| 785 |
+
<option value="MF">Saint Martin (French part)</option>
|
| 786 |
+
|
| 787 |
+
<option value="PM">Saint Pierre and Miquelon</option>
|
| 788 |
+
|
| 789 |
+
<option value="VC">Saint Vincent and the Grenadines</option>
|
| 790 |
+
|
| 791 |
+
<option value="WS">Samoa</option>
|
| 792 |
+
|
| 793 |
+
<option value="SM">San Marino</option>
|
| 794 |
+
|
| 795 |
+
<option value="ST">Sao Tome and Principe</option>
|
| 796 |
+
|
| 797 |
+
<option value="SA">Saudi Arabia</option>
|
| 798 |
+
|
| 799 |
+
<option value="SN">Senegal</option>
|
| 800 |
+
|
| 801 |
+
<option value="RS">Serbia</option>
|
| 802 |
+
|
| 803 |
+
<option value="SC">Seychelles</option>
|
| 804 |
+
|
| 805 |
+
<option value="SL">Sierra Leone</option>
|
| 806 |
+
|
| 807 |
+
<option value="SG">Singapore</option>
|
| 808 |
+
|
| 809 |
+
<option value="SX">Sint Maarten (Dutch part)</option>
|
| 810 |
+
|
| 811 |
+
<option value="SK">Slovakia</option>
|
| 812 |
+
|
| 813 |
+
<option value="SI">Slovenia</option>
|
| 814 |
+
|
| 815 |
+
<option value="SB">Solomon Islands</option>
|
| 816 |
+
|
| 817 |
+
<option value="SO">Somalia</option>
|
| 818 |
+
|
| 819 |
+
<option value="ZA">South Africa</option>
|
| 820 |
+
|
| 821 |
+
<option value="GS">South Georgia and the South Sandwich Islands</option>
|
| 822 |
+
|
| 823 |
+
<option value="KR">South Korea</option>
|
| 824 |
+
|
| 825 |
+
<option value="SS">South Sudan</option>
|
| 826 |
+
|
| 827 |
+
<option value="ES">Spain</option>
|
| 828 |
+
|
| 829 |
+
<option value="LK">Sri Lanka</option>
|
| 830 |
+
|
| 831 |
+
<option value="SD">Sudan</option>
|
| 832 |
+
|
| 833 |
+
<option value="SR">Suriname</option>
|
| 834 |
+
|
| 835 |
+
<option value="SJ">Svalbard and Jan Mayen</option>
|
| 836 |
+
|
| 837 |
+
<option value="SZ">Swaziland</option>
|
| 838 |
+
|
| 839 |
+
<option value="SE">Sweden</option>
|
| 840 |
+
|
| 841 |
+
<option value="CH">Switzerland</option>
|
| 842 |
+
|
| 843 |
+
<option value="SY">Syria</option>
|
| 844 |
+
|
| 845 |
+
<option value="TW">Taiwan</option>
|
| 846 |
+
|
| 847 |
+
<option value="TJ">Tajikistan</option>
|
| 848 |
+
|
| 849 |
+
<option value="TZ">Tanzania</option>
|
| 850 |
+
|
| 851 |
+
<option value="TH">Thailand</option>
|
| 852 |
+
|
| 853 |
+
<option value="TL">Timor-Leste</option>
|
| 854 |
+
|
| 855 |
+
<option value="TG">Togo</option>
|
| 856 |
+
|
| 857 |
+
<option value="TK">Tokelau</option>
|
| 858 |
+
|
| 859 |
+
<option value="TO">Tonga</option>
|
| 860 |
+
|
| 861 |
+
<option value="TT">Trinidad and Tobago</option>
|
| 862 |
+
|
| 863 |
+
<option value="TN">Tunisia</option>
|
| 864 |
+
|
| 865 |
+
<option value="TR">Turkey</option>
|
| 866 |
+
|
| 867 |
+
<option value="TM">Turkmenistan</option>
|
| 868 |
+
|
| 869 |
+
<option value="TC">Turks and Caicos Islands</option>
|
| 870 |
+
|
| 871 |
+
<option value="TV">Tuvalu</option>
|
| 872 |
+
|
| 873 |
+
<option value="UG">Uganda</option>
|
| 874 |
+
|
| 875 |
+
<option value="UA">Ukraine</option>
|
| 876 |
+
|
| 877 |
+
<option value="AE">United Arab Emirates</option>
|
| 878 |
+
|
| 879 |
+
<option value="GB">United Kingdom</option>
|
| 880 |
+
|
| 881 |
+
<option value="UM">United States Minor Outlying Islands</option>
|
| 882 |
+
|
| 883 |
+
<option value="US">United States of America</option>
|
| 884 |
+
|
| 885 |
+
<option value="UY">Uruguay</option>
|
| 886 |
+
|
| 887 |
+
<option value="UZ">Uzbekistan</option>
|
| 888 |
+
|
| 889 |
+
<option value="VU">Vanuatu</option>
|
| 890 |
+
|
| 891 |
+
<option value="VE">Venezuela</option>
|
| 892 |
+
|
| 893 |
+
<option value="VN">Vietnam</option>
|
| 894 |
+
|
| 895 |
+
<option value="VG">Virgin Islands (British)</option>
|
| 896 |
+
|
| 897 |
+
<option value="VI">Virgin Islands (U.S.)</option>
|
| 898 |
+
|
| 899 |
+
<option value="WF">Wallis and Futuna</option>
|
| 900 |
+
|
| 901 |
+
<option value="EH">Western Sahara</option>
|
| 902 |
+
|
| 903 |
+
<option value="YE">Yemen</option>
|
| 904 |
+
|
| 905 |
+
<option value="ZM">Zambia</option>
|
| 906 |
+
|
| 907 |
+
<option value="ZW">Zimbabwe</option>
|
| 908 |
+
|
| 909 |
+
</select>
|
| 910 |
+
|
| 911 |
+
<label for="school">School <span class="req">*</span></label>
|
| 912 |
+
<input type="text" name="school" class="input-large" required="required">
|
| 913 |
+
|
| 914 |
+
<span class="req">* Required Fields</span>
|
| 915 |
+
<input type='hidden' name='csrfmiddlewaretoken' value='QVGSqceL2sNTPgztwvL6WCN29OaWMlvR79EJkwvM4E0Y8LD9cd0bOLvzoUP0kGUT' />
|
| 916 |
+
|
| 917 |
+
</fieldset>
|
| 918 |
+
|
| 919 |
+
</div>
|
| 920 |
+
</div>
|
| 921 |
+
<div class="row">
|
| 922 |
+
<div class="span">
|
| 923 |
+
<a href="#" class="btn alreadySignedup left mode-download">I'm already signed up, thanks!</a>
|
| 924 |
+
<a href="#" class="btn btn-primary signupSubmit">
|
| 925 |
+
<span class="mode-download">
|
| 926 |
+
Sign Up and Download
|
| 927 |
+
</span>
|
| 928 |
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