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summary.html
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{% extends "general.html" %}
{% block content %}
<div class="container">
<h1>Info</h1>
<p>ANN-Benchmarks is a benchmarking environment for approximate nearest neighbor algorithms search. This website contains the current benchmarking results. Please visit <a href="http://github.com/erikbern/ann-benchmarks/">http://github.com/erikbern/ann-benchmarks/</a> to get an overview over evaluated data sets and algorithms. Make a pull request on <a href="http://github.com/erikbern/ann-benchmarks/">Github</a> to add your own code or improvements to the
benchmarking system.
</p>
<div id="results">
<h1>Benchmarking Results</h1>
<p>Results are split by distance measure and dataset. In the bottom, you can find an overview of an algorithm's performance on all datasets. Each dataset is annoted
by <em>(k = ...)</em>, the number of nearest neighbors an algorithm was supposed to return. The plot shown depicts <em>Recall</em> (the fraction
of true nearest neighbors found, on average over all queries) against <em>Queries per second</em>. Clicking on a plot reveils detailled interactive plots, including
approximate recall, index size, and build time.</p>
<h2 id ="datasets">Results by Dataset</h2>
{% for distance_data in dataset_with_distances %}
<h3>Distance: {{ distance_data.name }} </h3>
{% for entry in distance_data.entries %}
<a href="./{{entry.name}}.html">
<div class="row" id="{{entry.name}}">
<div class = "col-md-4 bg-success">
<h4>{{entry.desc}}</h4>
</div>
<div class = "col-md-8">
<img class = "img-responsive" src="{{entry.name}}.png" />
</div>
</div>
</a>
<hr />
{% endfor %}
{% endfor %}
<h2 id="algorithms">Results by Algorithm</h2>
<ul class="list-inline"><b>Algorithms:</b>
{% for algo in algorithms %}
<li><a href="#{{algo}}">{{algo}}</a></li>
{% endfor %}
</ul>
{% for algo in algorithms%}
<a href="./{{algo}}.html">
<div class="row" id="{{algo}}">
<div class = "col-md-4 bg-success">
<h4>{{algo}}</h4>
</div>
<div class = "col-md-8">
<img class = "img-responsive" src="{{algo}}.png" />
</div>
</div>
</a>
<hr />
{% endfor %}
{% endblock %}