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<!DOCTYPE html>
<html lang="en">
<head>
<script src="https://kit.fontawesome.com/15106f0a68.js" crossorigin="anonymous"></script>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<title>EmoBox</title>
<meta name="description" content="EmoBox: Multilingual Multi-corpus Speech Emotion Recognition
Toolkit and Benchmark">
<meta name="keywords" content="Speech emotion recognition, Toolkit, Benchmark, Cross-corpus">
<meta name="author" content="EmoBox">
<link rel="icon" href="image/logo.png">
<link rel="stylesheet" href="css/bootstrap.min.css">
<link rel="stylesheet" href="css/fonts.css">
<link rel="stylesheet" href="css/custom.css">
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css">
</head>
<body>
<nav class="navbar navbar-expand-lg navbar-dark navbar-custom fixed-top">
<div class="container">
<a class="navbar-brand" href="index.html"><b>EmoBox</b></a>
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<span class="navbar-toggler-icon"></span>
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<div class="collapse navbar-collapse" id="content">
<ul class="navbar-nav ml-auto">
<li class="nav-item ">
<a class="nav-link" href="index.html"><b>Home</b></a>
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<a class="nav-link" href="https://github.com/VALUE-Leaderboard/StarterCode" target="_blank">Code</a>
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<a class="nav-link" href="https://github.com/VALUE-Leaderboard/DataRelease" target="_blank">Download</a>
</li>
<li class="nav-item">
<a class="nav-link" href="tasks.html">Tasks</a>
</li> -->
<li class="nav-item">
<a class="nav-link" href="leaderboard1.html">Intra-corpus Benchmark</a>
</li>
<li class="nav-item">
<a class="nav-link" href="leaderboard2.html">Cross-corpus Benchmark</a>
</li>
<!-- <li class="nav-item">
<a class="nav-link" href="challenge_2021.html">Challenge</a>
<!-- <li class="nav-item dropdown"> -->
<!-- <a class="nav-link dropdown-toggle" href="#" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Challenge</a>
<div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
<a class="dropdown-item" href="challenge_2021.html">VALUE Challenge 2021</a>
</li> -->
<!-- <li class="nav-item">
<a class="nav-link" href="submission.html">Submission</a>
</li>
<li class="nav-item">
<a class="nav-link" href="https://arxiv.org/pdf/2106.04632.pdf" target="_blank">Paper</a>
</li>
<li class="nav-item">
<a class="nav-link" href="people.html">People</a>
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<br/>
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<!-- <div class="container" align="justify">
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<div class="col-lg-12 col-md-12 col-sm-12 col-xs-12 thumb">
<center><h3>Welcome to V<font size="4rem">A</font>T<font size="4rem">E</font>X Captioning Challenge 2019!</h3></center>
</div>
</div>
</div>
<br/> -->
<div class="container" align="justify">
<div class="row">
<div class="col-lg-12 col-md-12 col-sm-12 col-xs-12 thumb">
<h4>Leaderboard for Intra-corpus Benchmark</h4>
</div>
</div>
<hr>
<div class="row">
<!-- <div class="col-lg-12 col-md-12 col-sm-12 col-xs-12 thumb">
<h5>Offical Leaderboard</h5>
</div> -->
<br/>
<div class="col-lg-12 col-md-12 col-sm-12 col-xs-12 thumb">
<!-- <h6>Use the tabs below to navigate to the corresponding leaderboard for each task. </h6> -->
<p>If you would like to report your results here, please follow instructions at <a href="https://github.com/emo-box/emo-box.github.io/blob/main/README.md" target="_blank">EmoBox GitHub Page repo</a>.</p>
<p>Accuracy (%) with features from different pre-training models for cross-corpus settings. The horizontal direction represents the training sets, while the vertical direction represents the test sets. <b>I</b>, <b>M</b>, <b>R</b>, <b>S</b> stand for IEMOCAP, MELD, RAVDESS, and SAVEE, respectively. Bold indicates the best results for each train-test pair among 10 pre-trained models.</p>
</div>
<br/><br/><br/>
<div class="col-lg-12 col-md-12 col-sm-12 col-xs-12 thumb">
<ul class="nav nav-tabs" id="myTab" role="tablist">
<li class="nav-item" >
<a class="nav-link active" id="all-tab" data-toggle="tab" href="#all" role="tab" aria-controls="all" aria-selected="true">ALL</a></li>
</ul>
<div class="tab-pane fade show active" id="all" role="tabpanel" aria-labelledby="all-tab">
<div class="table-responsive">
<table class="table table-hover sortable performanceTable" id="all_table">
<thead>
<tr>
<th class="sorttable_nosort" scope="col">Rank</th>
<th class="sorttable_nosort" scope="col">Model</th>
<th scope="col">I->M</th>
<th scope="col">I->R</th>
<th scope="col">I->S</th>
<th scope="col">M->I</th>
<th scope="col">M->R</th>
<th scope="col">M->S</th>
<th scope="col">R->I</th>
<th scope="col">R->M</th>
<th scope="col">R->S</th>
<th scope="col">S->I</th>
<th scope="col">S->M</th>
<th scope="col">S->R</th>
</tr>
</thead>
<tbody>
<tr>
<td></td>
<td>Whisper large v3</td>
<td>46.14</td>
<td>38.24</td>
<td>46.12</td>
<td>51.42</td>
<td>47.00</td>
<td>36.44</td>
<td>48.12</td>
<td>40.68</td>
<td>66.91</td>
<td>49.30</td>
<td>42.18</td>
<td>49.63</td>
</tr>
<tr>
<td></td>
<td>WavLM large</td>
<td>48.59</td>
<td>34.16</td>
<td>35.53</td>
<td>39.06</td>
<td>23.06</td>
<td>25.74</td>
<td>44.03</td>
<td>33.90</td>
<td>63.35</td>
<td>43.69</td>
<td>34.10</td>
<td>36.69</td>
</tr>
<tr>
<td></td>
<td>HuBERT large</td>
<td>44.60</td>
<td>15.03</td>
<td>39.99</td>
<td>44.69</td>
<td>38.22</td>
<td>43.74</td>
<td>36.18</td>
<td>25.02</td>
<td>56.96</td>
<td>42.81</td>
<td>31.54</td>
<td>31.92</td>
</tr>
<tr>
<td></td>
<td>WavLM base</td>
<td>38.25</td>
<td>27.80</td>
<td>39.40</td>
<td>46.30</td>
<td>21.38</td>
<td>35.75</td>
<td>30.78</td>
<td>29.58</td>
<td>43.24</td>
<td>34.00</td>
<td>27.40</td>
<td>27.38</td>
</tr>
<tr>
<td></td>
<td>data2vec base</td>
<td>43.86</td>
<td>40.46</td>
<td>32.53</td>
<td>42.57</td>
<td>24.16</td>
<td>24.33</td>
<td>22.28</td>
<td>20.32</td>
<td>27.02</td>
<td>29.41</td>
<td>31.96</td>
<td>34.68</td>
</tr>
<tr>
<td></td>
<td>HuBERT base</td>
<td>37.32</td>
<td>22.63</td>
<td>35.88</td>
<td>38.31</td>
<td>31.60</td>
<td>32.67</td>
<td>42.00</td>
<td>33.43</td>
<td>43.47</td>
<td>39.39</td>
<td>29.03</td>
<td>38.41</td>
</tr>
<tr>
<td></td>
<td>data2vec 2.0 base</td>
<td>44.96</td>
<td>30.52</td>
<td>31.40</td>
<td>42.35</td>
<td>33.32</td>
<td>30.42</td>
<td>30.77</td>
<td>26.80</td>
<td>37.31</td>
<td>29.12</td>
<td>35.29</td>
<td>19.24</td>
</tr>
<tr>
<td></td>
<td>data2vec large</td>
<td>44.99</td>
<td>39.03</td>
<td>36.88</td>
<td>40.62</td>
<td>29.10</td>
<td>31.57</td>
<td>26.50</td>
<td>26.73</td>
<td>32.54</td>
<td>26.82</td>
<td>24.05</td>
<td>16.96</td>
</tr>
<tr>
<td></td>
<td>wav2vec 2.0 base</td>
<td>29.78</td>
<td>18.25</td>
<td>28.84</td>
<td>22.50</td>
<td>31.39</td>
<td>35.24</td>
<td>27.15</td>
<td>23.20</td>
<td>33.77</td>
<td>31.34</td>
<td>29.19</td>
<td>21.36</td>
<tr>
<td></td>
<td>data2vec 2.0 large</td>
<td>47.43</td>
<td>17.80</td>
<td>29.67</td>
<td>41.75</td>
<td>31.80</td>
<td>29.66</td>
<td>38.79</td>
<td>34.21</td>
<td>35.43</td>
<td>36.39</td>
<td>37.79</td>
<td>23.58</td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
<hr>
</div>
<br/>
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