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<!doctype html>
<html lang="en">
<head>
<!-- Required meta tags -->
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<!-- Bootstrap CSS -->
<link href="resources/bootstrap.min.css" rel="stylesheet">
<link href="resources/stylesheet.css" rel="stylesheet">
<title>Snap Video</title>
<link rel="icon" type="image/x-icon" href="resources/cvr_logo_notext.png">
</head>
<body>
<section class="jumbotron text-center pb-2">
<div class="container">
<h1 class="jumbotron-heading">Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis</h1>
<h4 class="font-italic pt-2" style="font-weight: normal">
<a href="https://www.willimenapace.com/">Willi Menapace</a><sup>1,2,*</sup>
<a href="https://github.com/AliaksandrSiarohin">Aliaksandr Siarohin</a><sup>1</sup>
<a href="https://universome.github.io/">Ivan Skorokhodov</a><sup>1</sup>
<a href="https://edeyneka.github.io/">Ekaterina Deyneka</a><sup>1</sup>
<a href="https://tsaishien-chen.github.io/">Tsai-Shien Chen</a><sup>1,3,*</sup></br>
<a href="https://anilkagak2.github.io/">Anil Kag</a><sup>1</sup>
<a href="https://yuwfan.github.io/">Yuwei Fang</a><sup>1</sup>
<a href="https://scholar.google.com/citations?user=PVZ0-dEAAAAJ&hl=en">Aleksei Stoliar</a><sup>1</sup>
<a href="http://elisaricci.eu/">Elisa Ricci</a><sup>2,4</sup>
<a href="https://alanspike.github.io/">Jian Ren</a><sup>1</sup>
<a href="http://www.stulyakov.com/">Sergey Tulyakov</a><sup>1</sup>
</h4>
<p class="pb-4 mt-3">
Snap Inc.<sup>1</sup> University of Trento<sup>2</sup> UC Merced<sup>3</sup> Fondazione Bruno Kessler<sup>4</sup>
Work performed while interning at Snap Inc.<sup>*</sup><br>
</p>
</div>
</section>
<div class="container-md">
<div class="row pt-1 justify-content-center">
<a class="sm-1 mx-1 btn btn-primary mt-2" href="http://arxiv.org/abs/2402.14797" role="button">Paper</a>
<a class="sm-1 mx-1 btn btn-primary mt-2" href="index.html" role="button">Overview</a>
<a class="sm-1 mx-1 btn btn-primary mt-2" href="stories.html" role="button">Stories</a>
<div class="btn-group">
<a class="sm-1 mx-1 btn btn-primary mt-2 dropdown-toggle" href="#" role="button" id="dropdownMenuLink1" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Our Samples</a>
<div class="dropdown-menu" aria-labelledby="dropdownMenuLink1">
<a class="dropdown-item" href="our_samples.html" role="button">More Samples</a>
<a class="dropdown-item" href="our_samples_3d.html" role="button">Novel Views</a>
<a class="dropdown-item" href="our_samples_diversity.html" role="button">Samples Diversity</a>
<a class="dropdown-item" href="our_samples_hierarchical.html" role="button">Hierarchical Generation</a>
</div>
</div>
<div class="btn-group">
<a class="sm-1 mx-1 btn btn-primary mt-2 dropdown-toggle" href="#" role="button" id="dropdownMenuLink2" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Comparisons</a>
<div class="dropdown-menu" aria-labelledby="dropdownMenuLink2">
<a class="dropdown-item" href="gen2_pikalab_floor33.html" role="button">Gen2-PikaLab-Floor33</a>
<a class="dropdown-item" href="imagen_video.html" role="button">Imagen Video</a>
<a class="dropdown-item" href="pyoco.html" role="button">PYoCo</a>
<a class="dropdown-item" href="video_ldm.html" role="button">Video LDM</a>
<a class="dropdown-item" href="make_a_video.html" role="button">Make-A-Video</a>
</div>
</div>
</div>
</div>
<div class="container">
<hr class="mt-5">
<h2 class="pt-4">Comparison to Gen-2, Floor33 and PikaLab</h2>
<p class="lead text-justify">We compare results produced by Snap Video against the publicly accessible Gen-2, Floor33 and PikaLab video generators on a selection of 65 prompts from the Evalcrafter benchmark eliciting dynamic scenes.</p>
<p class="lead text-justify">When evaluated on a user study, our method shows increased photorealism with respect to PikaLab and Floor33, has significantly better video-text alignment and outperforms the baselines on all motion metrics. Results are expressed in percentage of votes in favor of our method.</p>
<table id="example" class="table table-striped mt-5" style="width:100%">
<thead>
<tr>
<th></th>
<th>Photorealism</th>
<th>Video-Text Align.</th>
<th>Motion Quantity</th>
<th>Motion Quality</th>
</tr>
</thead>
<tbody>
<tr>
<td>Gen-2</td>
<td>43.3</td>
<td>81.0</td>
<td>96.0</td>
<td>78.7</td>
</tr>
<tr>
<td>PikaLab</td>
<td>61.5</td>
<td>80.3</td>
<td>89.3</td>
<td>70.5</td>
</tr>
<tr>
<td>Floor33</td>
<td>76.3</td>
<td>80.9</td>
<td>88.0</td>
<td>79.2</td>
</tr>
</tbody>
</table>
<p class="lead text-justify pt-2">Hover the cursor on the video to reveal the prompt. Note that a selection of prompts issued to Gen-2 resulted in input prompt filtering issues and no output was generated for them.</p>
<!-- Grid row -->
<div class="row pt-3 nopadding">
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00000_b00000_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Two elephants are playing on the beach and enjoying a delicious beef stroganoff meal.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0001.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Two elephants are playing on the beach and enjoying a delicious beef stroganoff meal.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0001.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Two elephants are playing on the beach and enjoying a delicious beef stroganoff meal.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0001.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Two elephants are playing on the beach and enjoying a delicious beef stroganoff meal.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00000_b00001_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A photo of a Corgi dog riding a bike in Times Square. It is wearing sunglasses and a beach hat.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0009.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A photo of a Corgi dog riding a bike in Times Square. It is wearing sunglasses and a beach hat.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0009.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A photo of a Corgi dog riding a bike in Times Square. It is wearing sunglasses and a beach hat.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0009.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A photo of a Corgi dog riding a bike in Times Square. It is wearing sunglasses and a beach hat.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00000_b00002_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Two individuals ride a bike through the temple gates.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0017.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Two individuals ride a bike through the temple gates.</div>
</div>
</div>
</div>
<!-- Grid column -->
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<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0017.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Two individuals ride a bike through the temple gates.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0017.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Two individuals ride a bike through the temple gates.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
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<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
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<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00000_b00003_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young man is riding a bicycle on a sunny day. He is wearing a blue hoodie and black jeans. His hair is brown and styled messily. He has a small scar above his left eye.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0025.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young man is riding a bicycle on a sunny day. He is wearing a blue hoodie and black jeans. His hair is brown and styled messily. He has a small scar above his left eye.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0025.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young man is riding a bicycle on a sunny day. He is wearing a blue hoodie and black jeans. His hair is brown and styled messily. He has a small scar above his left eye.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0025.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young man is riding a bicycle on a sunny day. He is wearing a blue hoodie and black jeans. His hair is brown and styled messily. He has a small scar above his left eye.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00000_b00004_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A couple shares a milkshake with two straws at a retro diner.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0033.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A couple shares a milkshake with two straws at a retro diner.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0033.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A couple shares a milkshake with two straws at a retro diner.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0033.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A couple shares a milkshake with two straws at a retro diner.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00000_b00005_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A man cruises through the city on a motorcycle, feeling the adrenaline rush</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0041.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A man cruises through the city on a motorcycle, feeling the adrenaline rush</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0041.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A man cruises through the city on a motorcycle, feeling the adrenaline rush</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0041.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A man cruises through the city on a motorcycle, feeling the adrenaline rush</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00000_b00006_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A thick fog covers a street, making it nearly impossible to see. Cars headlights pierce through the mist as they slowly make their way down the road.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0049.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A thick fog covers a street, making it nearly impossible to see. Cars headlights pierce through the mist as they slowly make their way down the road.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0049.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A thick fog covers a street, making it nearly impossible to see. Cars headlights pierce through the mist as they slowly make their way down the road.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0049.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A thick fog covers a street, making it nearly impossible to see. Cars headlights pierce through the mist as they slowly make their way down the road.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00000_b00008_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">large motion, bustling gym with people working out on various equipment and lifting weights.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0065.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">large motion, bustling gym with people working out on various equipment and lifting weights.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0065.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">large motion, bustling gym with people working out on various equipment and lifting weights.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0065.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">large motion, bustling gym with people working out on various equipment and lifting weights.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00001_b00000_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A pod of dolphins gracefully swim and jump in the ocean.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0002.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A pod of dolphins gracefully swim and jump in the ocean.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0002.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A pod of dolphins gracefully swim and jump in the ocean.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0002.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A pod of dolphins gracefully swim and jump in the ocean.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00001_b00001_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Eight fluffy yellow ducklings waddle behind their mother, exploring the edge of a pond.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0010.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Eight fluffy yellow ducklings waddle behind their mother, exploring the edge of a pond.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0010.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Eight fluffy yellow ducklings waddle behind their mother, exploring the edge of a pond.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0010.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">Eight fluffy yellow ducklings waddle behind their mother, exploring the edge of a pond.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00001_b00002_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young woman with glasses is jogging in the park wearing a pink headband.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0018.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young woman with glasses is jogging in the park wearing a pink headband.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0018.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young woman with glasses is jogging in the park wearing a pink headband.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0018.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young woman with glasses is jogging in the park wearing a pink headband.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00001_b00003_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young woman pushes herself through a tough gym workout, sweat pouring down her face as she lifts weights and jumps on a treadmill.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0026.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young woman pushes herself through a tough gym workout, sweat pouring down her face as she lifts weights and jumps on a treadmill.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0026.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young woman pushes herself through a tough gym workout, sweat pouring down her face as she lifts weights and jumps on a treadmill.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/pika/0026.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A young woman pushes herself through a tough gym workout, sweat pouring down her face as she lifts weights and jumps on a treadmill.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Snap Video</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-5">
<h4>Gen-2</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/ours/r00001_b00004_00000.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A man lifts weights at the gym, working on his strength.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/gen2/0034.mp4" type="video/mp4" />
</video>
<div class="overlay">
<div class="textoverlay">A man lifts weights at the gym, working on his strength.</div>
</div>
</div>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>Floor33</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center pt-1">
<h4>PikaLab</h4>
</div>
<!-- Grid column -->
<!-- Grid column -->
<div class="col-sm-6 col-md-6 col-xl-6 col-lg-6 p-0 text-center">
<div class="containeroverlay">
<video class="video-fluid w-100 flex" controls autoplay playsinline loop muted>
<source src="video_samples/commercial_baselines_comparisons/floor33/0034.mp4" type="video/mp4" />
</video>
<div class="overlay">