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added link to source code of our baseline leaderboard
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It can help participants to build models
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AndreaMattiaGaravagno authored Dec 12, 2024
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18 changes: 9 additions & 9 deletions index.html
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Expand Up @@ -180,7 +180,7 @@ <h2 class="fade-in">Leaderboard</h2>
</thead>
<tbody>
<tr>
<td align="center"><a href="https://github.com/mit-han-lab/mcunet/blob/master/mcunet/model_zoo.py">mcunet-vww2</a></td>
<td align="center"><a href="https://github.com/harvard-edge/Wake_Vision/blob/main/experiments/comprehensive_model_architecture_experiments/wake_vision_quality/mcunet-320kb-1mb_vww.py">mcunet-vww2</a></td>
<td align="center">(144,144,3)</td>
<td align="center">393</td>
<td align="center">923.76</td>
Expand All @@ -196,63 +196,63 @@ <h2 class="fade-in">Leaderboard</h2>
<td align="center">84.9±0.11%</td>
</tr>
<tr>
<td align="center"><a href="https://github.com/mit-han-lab/mcunet/blob/master/mcunet/model_zoo.py">mcunet-vww1</a></td>
<td align="center"><a href="https://github.com/harvard-edge/Wake_Vision/blob/main/experiments/comprehensive_model_architecture_experiments/wake_vision_quality/mcunet-5fps_vww.py">mcunet-vww1</a></td>
<td align="center">(80,80,3)</td>
<td align="center">226.5</td>
<td align="center">624.55</td>
<td align="center">11,645,502</td>
<td align="center">82.9±0.29%</td>
</tr>
<tr>
<td align="center"><a href="https://github.com/mit-han-lab/mcunet/blob/master/mcunet/model_zoo.py">mcunet-vww0</a></td>
<td align="center"><a href="https://github.com/harvard-edge/Wake_Vision/blob/main/experiments/comprehensive_model_architecture_experiments/wake_vision_quality/mcunet-10fps_vww.py">mcunet-vww0</a></td>
<td align="center">(64,64,3)</td>
<td align="center">168.5</td>
<td align="center">533.84</td>
<td align="center">5,998,334</td>
<td align="center">81.7±0.28%</td>
</tr>
<tr>
<td align="center"><a href="https://github.com/ARM-software/ML-zoo/tree/master/models/visual_wake_words">micronet_vww4</a></td>
<td align="center"><a href="https://github.com/harvard-edge/Wake_Vision/blob/main/experiments/comprehensive_model_architecture_experiments/wake_vision_quality/micronets_vww4_128_128_INT8.py">micronet_vww4</a></td>
<td align="center">(128,128,1)</td>
<td align="center">123.50</td>
<td align="center">417.03</td>
<td align="center">18,963,302</td>
<td align="center">77.9±0.6%</td>
</tr>
<tr>
<td align="center"><a href="https://github.com/ARM-software/ML-zoo/tree/master/models/visual_wake_words">micronet_vww3</a></td>
<td align="center"><a href="https://github.com/harvard-edge/Wake_Vision/blob/main/experiments/comprehensive_model_architecture_experiments/wake_vision_quality/micronets_vww3_128_128_INT8.py">micronet_vww3</a></td>
<td align="center">(128,128,1)</td>
<td align="center">137.50</td>
<td align="center">463.73</td>
<td align="center">22,690,291</td>
<td align="center">77.8±0.56%</td>
</tr>
<tr>
<td align="center"><a href="https://github.com/AndreaMattiaGaravagno/ColabNAS/tree/main/models">colabnas_k_8</a></td>
<td align="center"><a href="https://github.com/harvard-edge/Wake_Vision/blob/main/experiments/comprehensive_model_architecture_experiments/wake_vision_quality/k_8_c_5.py">colabnas_k_8</a></td>
<td align="center">(50,50,3)</td>
<td align="center">32.5</td>
<td align="center">44.56</td>
<td align="center">2,135,476</td>
<td align="center">77.3±0.37%</td>
</tr>
<tr>
<td align="center"><a href="https://github.com/AndreaMattiaGaravagno/ColabNAS/tree/main/models">colabnas_k_4</a></td>
<td align="center"><a href="https://github.com/harvard-edge/Wake_Vision/blob/main/experiments/comprehensive_model_architecture_experiments/wake_vision_quality/k_4_c_5.py">colabnas_k_4</a></td>
<td align="center">(50,50,3)</td>
<td align="center">22</td>
<td align="center">18.49</td>
<td align="center">688,790</td>
<td align="center">75.7±0.18%</td>
</tr>
<tr>
<td align="center"><a href="https://github.com/ARM-software/ML-zoo/tree/master/models/visual_wake_words">micronet_vww2</a></td>
<td align="center"><a href="https://github.com/harvard-edge/Wake_Vision/blob/main/experiments/comprehensive_model_architecture_experiments/wake_vision_quality/micronets_vww2_50_50_INT8.py">micronet_vww2</a></td>
<td align="center">(50,50,1)</td>
<td align="center">71.50</td>
<td align="center">225.54</td>
<td align="center">3,167,382</td>
<td align="center">71.9±0.67%</td>
</tr>
<tr>
<td align="center"><a href="https://github.com/AndreaMattiaGaravagno/ColabNAS/tree/main/models">colabnas_k_2</a></td>
<td align="center"><a href="https://github.com/harvard-edge/Wake_Vision/blob/main/experiments/comprehensive_model_architecture_experiments/wake_vision_quality/k_2_c_3.py">colabnas_k_2</a></td>
<td align="center">(50,50,3)</td>
<td align="center">18.5</td>
<td align="center">7.66</td>
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