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index.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Computer Vision Model Leaderboard</title>
<link rel="icon" type="image/x-icon" href="/static/favicon.ico">
<link rel="stylesheet" href="/static/common.css">
<link rel="stylesheet" href="/static/light-theme.css">
<link rel="stylesheet" href="/static/dark-theme.css" id="theme-link">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.2/css/all.min.css">
<link rel="stylesheet" href="https://cdn.datatables.net/2.1.5/css/dataTables.dataTables.min.css">
<link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Source+Code+Pro:ital,wght@0,200..900;1,200..900&display=swap">
<meta name="description" content="Benchmarks showing the performance of popular computer vision models across metrics like mAP and F1 score.">
<meta property="og:title" content="Computer Vision Model Leaderboard" />
<meta property="og:url" content="https://leaderboard.roboflow.com" />
<meta property="og:description" content="Benchmarks showing the performance of popular computer vision models across metrics like mAP and F1 score." />
<meta property="twitter:card" content="summary_large_image">
<meta property="twitter:url" content="https://leaderboard.roboflow.com" />
<meta property="twitter:title" content="Computer Vision Model Leaderboard" >
<meta property="twitter:description" content="Benchmarks showing the performance of popular computer vision models across metrics like mAP and F1 score.">
<link rel="canonical" href="https://leaderboard.roboflow.com" />
<!-- Google tag (gtag.js) -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-KH26XBHQR9"></script>
<script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-KH26XBHQR9'); </script>
</head>
<body>
<div class="container">
<div class="header-row">
<h1><a href="/" class="no-decoration">Computer Vision Model Leaderboard</a></h1>
<div style="margin-left: auto; margin-right: 16px; display: flex; flex-direction: row;" aria-label="breadcrumb">
<a class="sv-row" href="/methodology">
Methodology
</a>
<a class="sv-row" href="/faq">
FAQ
</a>
</div>
<div class="theme-toggle-container">
<input type="checkbox" id="theme-toggle" class="theme-toggle">
<label for="theme-toggle" class="theme-toggle-label">
<i class="fas fa-sun"></i>
<i class="fas fa-moon"></i>
</label>
</div>
</div>
<div class="subtitle-row">
<p class="sv-row">
powered by
<img src='https://supervision.roboflow.com/latest/assets/supervision-lenny.png' height=24 width=24
style='display: inline-block'>
<a class="sv-row" href='https://github.com/roboflow/supervision'>
supervision
</a>
|
<i class="fab fa-github" style="font-size: 24px; width: 24px; height: 24px;"></i>
<a class="sv-row" href='https://github.com/roboflow/model-leaderboard'>
model-leaderboard
</a>
</p>
<span>benchmarked on: <a href="https://cocodataset.org/#download">COCO 2017</a><br />
(validation set, 5k images)</span>
</div>
<table id="leaderboard">
<thead>
<tr>
<th data-header-tooltip="Model">Model</th>
<th data-header-tooltip="Parameters (M)">Parameters (M)</th>
<th data-header-tooltip="Mean Average Precision at IoU 50:95">mAP 50:95</th>
<th data-header-tooltip="Mean Average Precision at IoU 50">mAP 50</th>
<th data-header-tooltip="Mean Average Precision at IoU 75">mAP 75</th>
<th data-header-tooltip="Mean Average Precision at IoU 50:95 for Small Objects">mAP 50:95 (Small)</th>
<th data-header-tooltip="Mean Average Precision at IoU 50:95 for Medium Objects">mAP 50:95 (Medium)</th>
<th data-header-tooltip="Mean Average Precision at IoU 50:95 for Large Objects">mAP 50:95 (Large)</th>
<th data-header-tooltip="F1 Score at IoU 50">F1 50</th>
<th data-header-tooltip="F1 Score at IoU 75">F1 75</th>
<th data-header-tooltip="F1 Score at IoU 50 for Small Objects">F1 50 (Small)</th>
<th data-header-tooltip="F1 Score at IoU 75 for Small Objects">F1 75 (Small)</th>
<th data-header-tooltip="F1 Score at IoU 50 for Medium Objects">F1 50 (Medium)</th>
<th data-header-tooltip="F1 Score at IoU 75 for Medium Objects">F1 75 (Medium)</th>
<th data-header-tooltip="F1 Score at IoU 50 for Large Objects">F1 50 (Large)</th>
<th data-header-tooltip="F1 Score at IoU 75 for Large Objects">F1 75 (Large)</th>
<th data-header-tooltip="License">License</th>
</tr>
</thead>
<tbody id="table-body">
</tbody>
</table>
</div>
<div class="tooltip"></div>
<script src="https://code.jquery.com/jquery-3.7.1.min.js"
integrity="sha256-/JqT3SQfawRcv/BIHPThkBvs0OEvtFFmqPF/lYI/Cxo=" crossorigin="anonymous"></script>
<script src="https://cdn.jsdelivr.net/npm/@floating-ui/[email protected]"></script>
<script src="https://cdn.jsdelivr.net/npm/@floating-ui/[email protected]"></script>
<script src="https://cdn.datatables.net/2.1.5/js/dataTables.min.js"></script>
<script src="/static/aggregate_results.js"></script>
<script src="/static/script.js"></script>
<script src="/static/theme-toggle.js"></script>
</body>
</html>