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<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<title>MAP Benchmark</title>
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</head>
<body>
<a class="skip-link" href="#main-content">Skip to main content</a>
<header class="topbar">
<div class="brand">MAP Benchmark</div>
<nav class="nav" aria-label="MAP public pages">
<a href="https://huggingface.co/spaces/map-ai-benchmark/challenge" target="_blank" rel="noopener noreferrer" aria-label="Challenge, opens in a new tab">Challenge</a>
<a href="https://huggingface.co/spaces/map-ai-benchmark/workshop" target="_blank" rel="noopener noreferrer" aria-label="Workshop, opens in a new tab">Workshop</a>
</nav>
</header>
<main id="main-content" tabindex="-1">
<section class="hero" aria-labelledby="benchmark-title">
<div class="hero-inner">
<span class="eyebrow">Benchmark</span>
<h1 id="benchmark-title">Evaluation design and data</h1>
<p class="lead">
MAP evaluates multimodal systems on accessibility planning in an open-world setting with maintained information on places and their relevant features.
</p>
</div>
</section>
<section class="band alt" aria-labelledby="benchmark-overview-title">
<div class="inner">
<div class="intro">
<h2 id="benchmark-overview-title">Benchmark Overview</h2>
<p>
The first version of MAP focuses on the city of Zurich, Switzerland. Systems are assessed on providing useful and accurate
information for requests with specifications related to accessibility in relation to real locations such as restaurants, cafes,
museums, local government, offices, and other places of interest.
</p>
</div>
<div class="grid">
<article class="tile" aria-labelledby="benchmark-task-title">
<h3 id="benchmark-task-title">Task</h3>
<p>Assist users in deciding whether a real place is suitable for their accessibility requirements.</p>
</article>
<article class="tile" aria-labelledby="benchmark-evidence-title">
<h3 id="benchmark-evidence-title">Evidence</h3>
<p>Responses are assessed against feature-level ground truth data on places and features related to accessibility requirements.</p>
</article>
<article class="tile" aria-labelledby="benchmark-outputs-title">
<h3 id="benchmark-outputs-title">Outputs</h3>
<p>System results will be published through the leaderboard after submission and scoring.</p>
</article>
</div>
</div>
</section>
<section class="band alt" aria-labelledby="paper-documentation-title">
<div class="inner paper">
<div>
<h2 id="paper-documentation-title">Paper and Documentation</h2>
<p>
The benchmark paper will be added here shortly.
</p>
<nav class="links" aria-label="Related MAP pages">
<a class="button challenge" href="https://huggingface.co/spaces/map-ai-benchmark/challenge" target="_blank" rel="noopener noreferrer" aria-label="Challenge, opens in a new tab">Challenge</a>
<a class="button workshop" href="https://huggingface.co/spaces/map-ai-benchmark/workshop" target="_blank" rel="noopener noreferrer" aria-label="Workshop, opens in a new tab">Workshop</a>
</nav>
</div>
<aside class="placeholder" aria-labelledby="paper-placeholder-title">
<h3 id="paper-placeholder-title">Paper to be added</h3>
<p>Coming soon.</p>
</aside>
</div>
</section>
</main>
<footer>
<div class="foot"></div>
</footer>
</body>
</html>
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