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reformat sections and add links to code
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harsha-simhadri committed Dec 7, 2023
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<!-- Nav -->
<nav>
<ul>
<li>
<a href="#tracks">Tracks</a>
</li>
<li><a href="#tracks">Tracks</a></li>
<li><a href="#winners">Winners</a></li>
<li><a href="#participate">Participate</a></li>
<li><a href="#organizers">Organizers</a></li>
<li><a href="neurips21.html">NeurIPS'21: Billion-Scale ANN Challenge</a></li>
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</div>
</section>


<!-- NeurIPS'23 info -->
<section id="Results" class="results">
<div class="container content-section">
<div class="title">
<h2>Track Winners</h2>
</div>

<h4>Filtered Search</h4>
<ul class="result-list">
<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/filter/parlayivf">ParlayANN IVF<sup>2</sup></a></span>: Fusing Classic and Spatial Inverted Indices for Fast Filtered ANNS
<span class="authors"><span>Authors</span>: Ben Landrum (UMD), Magdalen Dobson Manohar (CMU), Mazin Karjikar (UMD), Laxman Dhulipala (UMD)</span>
</li>
</ul>

<h4>Out-Of-Distribution</h4>
<ul class="result-list">
<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/ood/mysteryann">RoarANN</a></span>: Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
<span class="authors"><span>Authors</span>: Meng Chen, Yue Chen, Rui Ma, Fudan University, Kai Zhang, Yuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng. All authors from Fudan University.</span>
</li>

<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/ood/pyanns">PyANNS</a></span>: Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
<span class="authors"><span>Authors</span>: Zihan Wang, Zilliz. [Note: this entry did not declare conflict with organizers before participating]</span>
</li>
</ul>

<h4>Sparse</h4>
<ul class="result-list">
<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/sparse/pyanns">PyANNS</a></span>:
Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search<br/>
<span class="authors"><span>Authors</span>: Zihan Wang, Zilliz. [Note: this entry did not declare conflict with organizers before participating]</span>
</li>
<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/sparse/shnsw">shnsw</a></span>:
Sparse HNSW<br/>
<span class="authors"><span>Authors</span>: Meng Chen, Yue Chen, Rui Ma, Kai Zhang, Yuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng. All authors from Fudan University.</span>
</li>
</ul>

<h4>Streaming Search</h4>
<ul class="result-list">
<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/streaming/puck">Puck</a></span>:
Efficient Multi-level Index Structure for Approximate Nearest Neighbor Search in Practice<br/>
<span class="authors"><span>Authors</span>: Jie Yin, Baidu Ben Huang, Baidu</span>
</li>
</ul>




</div>
</section>

<!-- Tracks -->
<section id="tracks" class="tracks">
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</div>
</section>



<!-- NeurIPS'23 winners info -->
<section id="winners" class="results">
<div class="container content-section">
<div class="title">
<h2>Track Winners</h2>
</div>

<h4>Filtered Search</h4>
<ul class="result-list">
<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/filter/parlayivf">ParlayANN IVF<sup>2</sup></a></span>: Fusing Classic and Spatial Inverted Indices for Fast Filtered ANNS
<span class="authors"><span>Authors</span>: Ben Landrum (UMD), Magdalen Dobson Manohar (CMU), Mazin Karjikar (UMD), Laxman Dhulipala (UMD)</span>
</li>
</ul>

<h4>Out-Of-Distribution</h4>
<ul class="result-list">
<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/ood/mysteryann">RoarANN</a></span>: Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
<span class="authors"><span>Authors</span>: Meng Chen, Yue Chen, Rui Ma, Fudan University, Kai Zhang, Yuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng. All authors from Fudan University.</span>
</li>

<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/ood/pyanns">PyANNS</a></span>: Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
<span class="authors"><span>Authors</span>: Zihan Wang, Zilliz. [Note: this entry did not declare conflict with organizers before participating]</span>
</li>
</ul>

<h4>Sparse</h4>
<ul class="result-list">
<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/sparse/pyanns">PyANNS</a></span>:
Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search<br/>
<span class="authors"><span>Authors</span>: Zihan Wang, Zilliz. [Note: this entry did not declare conflict with organizers before participating]</span>
</li>
<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/sparse/shnsw">shnsw</a></span>:
Sparse HNSW<br/>
<span class="authors"><span>Authors</span>: Meng Chen, Yue Chen, Rui Ma, Kai Zhang, Yuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng. All authors from Fudan University.</span>
</li>
</ul>

<h4>Streaming Search</h4>
<ul class="result-list">
<li>
<span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/streaming/puck">Puck</a></span>:
Efficient Multi-level Index Structure for Approximate Nearest Neighbor Search in Practice<br/>
<span class="authors"><span>Authors</span>: Jie Yin, Baidu Ben Huang, Baidu</span>
</li>
</ul>
</div>
</section>

<!-- Participation -->
<section id="participate" class="participate">
<div class="container content-section">
Expand Down

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