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  <div style="text-align:center">
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  <h1 id="space-title">🌟 MindBigData Leaderboard 🌟</h1>
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  </div>
 
 
 
 
 
 
 
 
 
 
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  <table style="width: 100%">
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  <tr>
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  <td class="auto-style1" style="width: 149px"><strong>Accuracy</strong></td>
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  <td class="auto-style1"><strong>Code</strong></td>
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  </tr>
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- <td class="auto-style2" style="width: 149px">98.97% *<br>89.62% **</td>
 
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  <td class="auto-style2" style="width: 257px">BrainDigiCNN</td>
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  <td class="auto-style2" style="width: 340px">
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  <a href="https://huggingface.co/datasets/DavidVivancos/MindBigData2022_MNIST_EP" target="_blank">
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  <td class="auto-style2" style="width: 495px">Smita Tiwari, Shivani Goel and Arpit Bhardwaj </td>
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  <td class="auto-style2" style="width: 228px">
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  <a href="https://link.springer.com/article/10.1007/s13369-022-07313-3" target="_blank">
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- abst</a> 🔒</td>
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  <td class="auto-style2">n/a</td>
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  </tr>
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- <td class="auto-style2" style="width: 149px">96.18% *<br>71.60% **</td>
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  <td class="auto-style2" style="width: 257px">CNN-GAN</td>
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  <td class="auto-style2" style="width: 340px">
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  <a href="https://huggingface.co/datasets/DavidVivancos/MindBigData2022_Imagenet_MU" target="_blank">MindBigData2022_MNIST_MU</a>
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  <td style="width: 228px" class="auto-style2">
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  <a href="https://colab.research.google.com/drive/1q1mvIC1xgEuPNNvgASrAG7zie3qRjr-8" target="_blank">
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  colab</a></td>
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- <td style="height: 22px" class="auto-style2">yes</td>
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  </tr>
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  <tr>
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- <td class="auto-style2" style="width: 149px">73,54% *<br>72.91% **<br>
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- 72,39% ***<br></td>
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- <td class="auto-style2" style="width: 257px">CNN* LSTM** DNN***</td>
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  <td class="auto-style2" style="width: 340px">
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  <a href="https://huggingface.co/datasets/DavidVivancos/MindBigData2022_MNIST_EP" target="_blank">
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  MindBigData2022_Imagenet_IN</a></td>
 
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  </head>
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  <body>
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  <head>
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  <style type="text/css">
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  .auto-style1 {
 
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  <div style="text-align:center">
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  <h1 id="space-title">🌟 MindBigData Leaderboard 🌟</h1>
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  </div>
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+ <div class="auto-style2">
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+ 📐 The 🤗 Open MindBigData Leaderboard aims to track, rank and evaluate
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+ Brain EEG models related to the papers:<br>
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+ <span style="color: rgb(31, 41, 55); font-family: &quot;Source Sans Pro&quot;, ui-sans-serif, &quot;system-ui&quot;, sans-serif; font-size: 16px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; white-space: normal; background-color: rgb(255, 255, 255); text-decoration-thickness: initial; text-decoration-style: initial; text-decoration-color: initial; display: inline !important; float: none;">
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+ 🤗</span><a href="https://huggingface.co/datasets/DavidVivancos/MindBigData2022_MNIST_IN" target="_blank">MindBigData 2022 A Large Dataset of Brain Signals</a><br>
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+ <span style="color: rgb(31, 41, 55); font-family: &quot;Source Sans Pro&quot;, ui-sans-serif, &quot;system-ui&quot;, sans-serif; font-size: 16px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; white-space: normal; background-color: rgb(255, 255, 255); text-decoration-thickness: initial; text-decoration-style: initial; text-decoration-color: initial; display: inline !important; float: none;">
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+ 🤗</span><a href="https://huggingface.co/datasets/DavidVivancos/MindBigData2023_MNIST-8B" target="_blank">MindBigData2023_MNIST-8B
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+ </a> <br>🤗 Submit a model or paper in
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+ the comments</div>
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+
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  <table style="width: 100%">
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  <tr>
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  <td class="auto-style1" style="width: 149px"><strong>Accuracy</strong></td>
 
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  <td class="auto-style1"><strong>Code</strong></td>
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  </tr>
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  <tr>
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+ <td class="auto-style2" style="width: 149px"><strong>98.97%</strong> *<br>
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+ <strong>89.62%</strong> **</td>
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  <td class="auto-style2" style="width: 257px">BrainDigiCNN</td>
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  <td class="auto-style2" style="width: 340px">
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  <a href="https://huggingface.co/datasets/DavidVivancos/MindBigData2022_MNIST_EP" target="_blank">
 
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  <td class="auto-style2" style="width: 495px">Smita Tiwari, Shivani Goel and Arpit Bhardwaj </td>
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  <td class="auto-style2" style="width: 228px">
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  <a href="https://link.springer.com/article/10.1007/s13369-022-07313-3" target="_blank">
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+ abs</a> 🔒</td>
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  <td class="auto-style2">n/a</td>
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  </tr>
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  <tr>
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+ <td class="auto-style2" style="width: 149px"><strong>96.18%</strong> *<br>71.60% **</td>
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  <td class="auto-style2" style="width: 257px">CNN-GAN</td>
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  <td class="auto-style2" style="width: 340px">
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  <a href="https://huggingface.co/datasets/DavidVivancos/MindBigData2022_Imagenet_MU" target="_blank">MindBigData2022_MNIST_MU</a>
 
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  <td style="width: 228px" class="auto-style2">
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  <a href="https://colab.research.google.com/drive/1q1mvIC1xgEuPNNvgASrAG7zie3qRjr-8" target="_blank">
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  colab</a></td>
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+ <td style="height: 22px" class="auto-style2">yeyes</td>
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  </tr>
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+ <td class="auto-style2" style="width: 149px"><strong>73.54%</strong> *<br>72.91% **r>
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+ 72.39% ***<br></td>
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+ <td class="auto-style2" style="width: 257px">CNN* <br>LSTM** <br>DNN***</td>
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  <td class="auto-style2" style="width: 340px">
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  <a href="https://huggingface.co/datasets/DavidVivancos/MindBigData2022_MNIST_EP" target="_blank">
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  MindBigData2022_Imagenet_IN</a></td>