Update README.md

README.md

@@ -127,367 +127,385 @@ print(tokenizer.decode(output[0]))
 
 # Evaluation
 
-#### English
+
+#### Korean
+
+<!-- first half table-->
 <table>
-  <thead>
-    <tr>
-      <th colspan="2"><b>Benchmark</b></th>
-      <th>Exaone-3.5-2.4B-inst</th>
-      <th>Qwen3-4B</th>
-      <th>Mi:dm 2.0-Mini-inst</th>
-      <th>Exaone-3.5-7.8B-inst</th>
-      <th>Qwen3-14B</th>
-      <th>Llama-3.1-8B-inst</th>
-      <th>Mi:dm 2.0-Base-inst</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td rowspan="1"><b>Instruction Following</b></td>
-      <td><b>IFEval</b></td>
-      <td align="center">81.1</td>
-      <td align="center">79.7</td>
-      <td align="center">73.6</td>
-      <td align="center">83.6</td>
-      <td align="center">83.9</td>
-      <td align="center">79.9</td>
-      <td align="center"><b>84.0</b></td>
-    </tr>
-    <tr>
-      <td rowspan="4"><b>Reasoning</b></td>
-      <td><b>BBH</b></td>
-      <td align="center">46.4</td>
-      <td align="center">79.0</td>
-      <td align="center">44.5</td>
-      <td align="center">50.1</td>
-      <td align="center">83.4</td>
-      <td align="center">60.3</td>
-      <td align="center"><b>77.7</b></td>
-    </tr>
-    <tr>
-      <td><b>GPQA</b></td>
-      <td align="center">28.1</td>
-      <td align="center">39.8</td>
-      <td align="center">26.6</td>
-      <td align="center">33.1</td>
-      <td align="center">49.8</td>
-      <td align="center">21.6</td>
-      <td align="center"><b>33.5</b></td>
-    </tr>
-    <tr>
-      <td><b>MuSR</b></td>
-      <td align="center">49.7</td>
-      <td align="center">58.5</td>
-      <td align="center">51.7</td>
-      <td align="center">51.2</td>
-      <td align="center">57.7</td>
-      <td align="center">50.3</td>
-      <td align="center"><b>51.9</b></td>
-    </tr>
-    <tr>
-      <td><b>Avg.</b></td>
-      <td align="center">41.4</td>
-      <td align="center">59.1</td>
-      <td align="center">40.9</td>
-      <td align="center">44.8</td>
-      <td align="center">63.6</td>
-      <td align="center">44.1</td>
-      <td align="center"><b>54.4</b></td>
-    </tr>
-    <tr>
-      <td rowspan="2"><b>Mathematics</b></td>
-      <td><b>GSM8K</b></td>
-      <td align="center">82.5</td>
-      <td align="center">90.4</td>
-      <td align="center">83.1</td>
-      <td align="center">81.1</td>
-      <td align="center">88.0</td>
-      <td align="center">81.2</td>
-      <td align="center"><b>91.6</b></td>
-    </tr>
-    <tr>
-      <td><b>MBPP+</b></td>
-      <td align="center">59.8</td>
-      <td align="center">62.4</td>
-      <td align="center">60.9</td>
-      <td align="center">79.4</td>
-      <td align="center">73.4</td>
-      <td align="center">81.8</td>
-      <td align="center"><b>77.5</b></td>
-    </tr>
-    <tr>
-      <td rowspan="3"><b>General Knowledge</b></td>
-      <td><b>MMLU-pro</b></td>
-      <td align="center">-</td>
-      <td align="center">-</td>
-      <td align="center">-</td>
-      <td align="center">40.7</td>
-      <td align="center">70.5</td>
-      <td align="center">47.6</td>
-      <td align="center"><b>53.3</b></td>
-    </tr>
-    <tr>
-      <td><b>MMLU</b></td>
-      <td align="center">59.5</td>
-      <td align="center">73.3</td>
-      <td align="center">56.5</td>
-      <td align="center">69.0</td>
-      <td align="center">82.7</td>
-      <td align="center">70.7</td>
-      <td align="center"><b>73.7</b></td>
-    </tr>
-    <tr>
-      <td><b>Avg.</b></td>
-      <td align="center">59.5</td>
-      <td align="center">73.3</td>
-      <td align="center">56.5</td>
-      <td align="center">54.8</td>
-      <td align="center"><b>76.6</b></td>
-      <td align="center">59.2</td>
-      <td align="center">63.5</td>
-    </tr>
-  </tbody>
+<tr>
+  <th rowspan="2">Model</th>
+  <th colspan="5" align="center">Society & Culture</th>
+  <th colspan="3" align="center">General Knowledge</th>
+  <th colspan="3" align="center">Instruction Following</th>
+</tr>
+<tr>
+  <th align="center">K-Refer<sup>*</sup></th>
+  <th align="center">K-Refer-Hard<sup>*</sup></th>
+  <th align="center">Ko-Sovereign<sup>*</sup></th>
+  <th align="center">HAERAE</th>
+  <th align="center">Avg.</th>
+  <th align="center">KMMLU</th>
+  <th align="center">Ko-Sovereign<sup>*</sup></th>
+  <th align="center">Avg.</th>
+  <th align="center">Ko-IFEval</th>
+  <th align="center">Ko-MTBench</th>
+  <th align="center">Avg.</th>
+</tr>
+
+<!-- Small Models -->
+<tr>
+  <td><strong>Qwen3-4B</strong></td>
+  <td align="center">53.6</td>
+  <td align="center">42.9</td>
+  <td align="center">35.8</td>
+  <td align="center">50.6</td>
+  <td align="center">45.7</td>
+  <td align="center"><strong>50.6</strong></td>
+  <td align="center"><strong>42.5</strong></td>
+  <td align="center"><strong>46.5</strong></td>
+  <td align="center"><strong>75.9</strong></td>
+  <td align="center">63.0</td>
+  <td align="center">69.4</td>
+</tr>
+<tr>
+  <td><strong>Exaone-3.5-2.4B-inst</strong></td>
+  <td align="center">64.0</td>
+  <td align="center"><strong>67.1</strong></td>
+  <td align="center"><strong>44.4</strong></td>
+  <td align="center">61.3</td>
+  <td align="center"><strong>59.2</strong></td>
+  <td align="center">43.5</td>
+  <td align="center">42.4</td>
+  <td align="center">43.0</td>
+  <td align="center">65.4</td>
+  <td align="center"><u>74.0</u></td>
+  <td align="center">68.9</td>
+</tr>
+<tr>
+  <td><strong>Mi:dm 2.0-Mini-inst</strong></td>
+  <td align="center"><u>66.4</u></td>
+  <td align="center">61.4</td>
+  <td align="center">36.7</td>
+  <td align="center"><u>70.8</u></td>
+  <td align="center">58.8</td>
+  <td align="center">45.1</td>
+  <td align="center">42.4</td>
+  <td align="center">43.8</td>
+  <td align="center"><u>73.3</u></td>
+  <td align="center"><strong>74.0</strong></td>
+  <td align="center"><strong>73.6</strong></td>
+</tr>
+
+<!-- Spacer row -->
+<tr><td colspan="13"> </td></tr>
+
+<!-- Large Models -->
+<tr>
+  <td><strong>Qwen3-14B</strong></td>
+  <td align="center"><u>72.4</u></td>
+  <td align="center">65.7</td>
+  <td align="center"><u>49.8</u></td>
+  <td align="center">68.4</td>
+  <td align="center">64.1</td>
+  <td align="center"><u>55.4</u></td>
+  <td align="center"><u>54.7</u></td>
+  <td align="center"><u>55.1</u></td>
+  <td align="center"><strong>83.6</strong></td>
+  <td align="center">71</td>
+  <td align="center"><u>77.3</u></td>
+</tr>
+<tr>
+  <td><strong>Llama-3.1-8B-inst</strong></td>
+  <td align="center">43.2</td>
+  <td align="center">36.4</td>
+  <td align="center">33.8</td>
+  <td align="center">49.5</td>
+  <td align="center">40.7</td>
+  <td align="center">33.0</td>
+  <td align="center">36.7</td>
+  <td align="center">34.8</td>
+  <td align="center">60.1</td>
+  <td align="center">57</td>
+  <td align="center">58.5</td>
+</tr>
+<tr>
+  <td><strong>Exaone-3.5-7.8B-inst</strong></td>
+  <td align="center">71.6</td>
+  <td align="center"><u>69.3</u></td>
+  <td align="center">46.9</td>
+  <td align="center"><u>72.9</u></td>
+  <td align="center"><u>65.2</u></td>
+  <td align="center">52.6</td>
+  <td align="center">45.6</td>
+  <td align="center">49.1</td>
+  <td align="center">69.1</td>
+  <td align="center"><u>79.6</u></td>
+  <td align="center">74.4</td>
+</tr>
+<tr>
+  <td><strong>Mi:dm 2.0-Base-inst</strong></td>
+  <td align="center"><strong>89.6</strong></td>
+  <td align="center"><strong>86.4</strong></td>
+  <td align="center"><strong>56.3</strong></td>
+  <td align="center"><strong>81.5</strong></td>
+  <td align="center"><strong>78.4</strong></td>
+  <td align="center"><strong>57.3</strong></td>
+  <td align="center"><strong>58.0</strong></td>
+  <td align="center"><strong>57.7</strong></td>
+  <td align="center"><u>82</u></td>
+  <td align="center"><strong>89.7</strong></td>
+  <td align="center"><strong>85.9</strong></td>
+</tr>
 </table>
 
-#### Korean
+<!-- second half table-->
 <table>
-  <thead>
-    <tr>
-      <th colspan="2"><b>Benchmark</b></th>
-      <th>Exaone-3.5-2.4B-inst</th>
-      <th>Qwen3-4B</th>
-      <th>Mi:dm 2.0-Mini-inst</th>
-      <th>Exaone-3.5-7.8B-inst</th>
-      <th>Qwen3-14B</th>
-      <th>Llama-3.1-8B-inst</th>
-      <th>Mi:dm 2.0-Base-inst</th>
-    </tr>
-  </thead>
-  <tbody>
-    <!-- Comprehension -->
-    <tr>
-      <td rowspan="5"><b>Comprehension</b></td>
-      <td><b>K-Prag*</b></td>
-      <td align="center">68.7</td>
-      <td align="center">73.9</td>
-      <td align="center">69.5</td>
-      <td align="center">73.5</td>
-      <td align="center"><b>86.7</b></td>
-      <td align="center">59.9</td>
-      <td align="center">86.5</td>
-    </tr>
-    <tr>
-      <td><b>K-Refer-Hard*</b></td>
-      <td align="center">58.5</td>
-      <td align="center">56.7</td>
-      <td align="center">55.4</td>
-      <td align="center">61.9</td>
-      <td align="center"><b>74.0</b></td>
-      <td align="center">48.6</td>
-      <td align="center">70.8</td>
-    </tr>
-    <tr>
-      <td><b>Ko-Best</b></td>
-      <td align="center">87.2</td>
-      <td align="center">91.5</td>
-      <td align="center">80.5</td>
-      <td align="center">92.0</td>
-      <td align="center">93.9</td>
-      <td align="center">77.4</td>
-      <td align="center"><b>95.2</b></td>
-    </tr>
-    <tr>
-      <td><b>Ko-Sovereign*</b></td>
-      <td align="center">38.0</td>
-      <td align="center">43.5</td>
-      <td align="center">42.5</td>
-      <td align="center">44.0</td>
-      <td align="center">52.0</td>
-      <td align="center">31.5</td>
-      <td align="center"><b>53.0</b></td>
-    </tr>
-    <tr>
-      <td><b>Avg.</b></td>
-      <td align="center">62.5</td>
-      <td align="center">66.6</td>
-      <td align="center">61.9</td>
-      <td align="center">67.2</td>
-      <td align="center"><b>76.8</b></td>
-      <td align="center">51.5</td>
-      <td align="center">76.1</td>
-    </tr>
-    <tr>
-      <td rowspan="5"><b>Reasoning</b></td>
-      <td><b>Ko-Winogrande</b></td>
-      <td align="center">60.3</td>
-      <td align="center"><b>67.5</b></td>
-      <td align="center">61.7</td>
-      <td align="center">64.6</td>
-      <td align="center">77.2</td>
-      <td align="center">40.1</td>
-      <td align="center">75.1</td>
-    </tr>
-    <tr>
-      <td><b>Ko-Best</b></td>
-      <td align="center">64.1</td>
-      <td align="center"><b>69.2</b></td>
-      <td align="center">64.5</td>
-      <td align="center">60.3</td>
-      <td align="center">75.4</td>
-      <td align="center">26.0</td>
-      <td align="center">73.0</td>
-    </tr>
-    <tr>
-      <td><b>LogicKor*</b></td>
-      <td align="center"><b>7.4</b></td>
-      <td align="center">5.6</td>
-      <td align="center">7.7</td>
-      <td align="center">8.6</td>
-      <td align="center">6.4</td>
-      <td align="center">2.4</td>
-      <td align="center">8.6</td>
-    </tr>
-    <tr>
-      <td><b>HRM8K*</b></td>
-      <td align="center">38.5</td>
-      <td align="center"><b>56.7</b></td>
-      <td align="center">39.9</td>
-      <td align="center">49.7</td>
-      <td align="center">64.5</td>
-      <td align="center">30.9</td>
-      <td align="center">52.9</td>
-    </tr>
-    <tr>
-      <td><b>Avg.</b></td>
-      <td align="center">36.7</td>
-      <td align="center"><b>43.8</b></td>
-      <td align="center">37.4</td>
-      <td align="center">39.5</td>
-      <td align="center">48.8</td>
-      <td align="center">19.8</td>
-      <td align="center">44.8</td>
-    </tr>
-    <!-- Society & Culture -->
-    <tr>
-      <td rowspan="5"><b>Society & Culture</b></td>
-      <td><b>K-Refer*</b></td>
-      <td align="center">64.0</td>
-      <td align="center">53.6</td>
-      <td align="center">66.4</td>
-      <td align="center">71.6</td>
-      <td align="center">72.4</td>
-      <td align="center">43.2</td>
-      <td align="center"><b>89.6</b></td>
-    </tr>
-    <tr>
-      <td><b>K-Refer-Hard*</b></td>
-      <td align="center">67.1</td>
-      <td align="center">42.9</td>
-      <td align="center">61.4</td>
-      <td align="center">69.3</td>
-      <td align="center">65.7</td>
-      <td align="center">36.4</td>
-      <td align="center"><b>86.4</b></td>
-    </tr>
-    <tr>
-      <td><b>Ko-Sovereign*</b></td>
-      <td align="center">44.4</td>
-      <td align="center">35.8</td>
-      <td align="center">36.7</td>
-      <td align="center">46.9</td>
-      <td align="center"><b>49.8</b></td>
-      <td align="center">33.8</td>
-      <td align="center">56.3</td>
-    </tr>
-    <tr>
-      <td><b>HAERAE*</b></td>
-      <td align="center">61.3</td>
-      <td align="center">50.6</td>
-      <td align="center">70.8</td>
-      <td align="center">72.9</td>
-      <td align="center">68.4</td>
-      <td align="center">49.5</td>
-      <td align="center"><b>81.5</b></td>
-    </tr>
-    <tr>
-      <td><b>Avg.</b></td>
-      <td align="center">59.2</td>
-      <td align="center">45.7</td>
-      <td align="center">58.8</td>
-      <td align="center">65.2</td>
-      <td align="center">64.1</td>
-      <td align="center">40.7</td>
-      <td align="center"><b>78.4</b></td>
-    </tr>
-    <!-- Reasoning (Domain) -->
-    <tr>
-      <td rowspan="3"><b>Reasoning (Domain)</b></td>
-      <td><b>KMMLU</b></td>
-      <td align="center">43.5</td>
-      <td align="center">50.6</td>
-      <td align="center">45.1</td>
-      <td align="center">52.6</td>
-      <td align="center">55.4</td>
-      <td align="center">33.0</td>
-      <td align="center"><b>57.3</b></td>
-    </tr>
-    <tr>
-      <td><b>Ko-Sovereign*</b></td>
-      <td align="center">42.4</td>
-      <td align="center">42.5</td>
-      <td align="center">42.4</td>
-      <td align="center">45.6</td>
-      <td align="center">54.7</td>
-      <td align="center">36.7</td>
-      <td align="center"><b>58.0</b></td>
-    </tr>
-    <tr>
-      <td><b>Avg.</b></td>
-      <td align="center">43.0</td>
-      <td align="center">46.5</td>
-      <td align="center">43.8</td>
-      <td align="center">49.1</td>
-      <td align="center">55.1</td>
-      <td align="center">34.8</td>
-      <td align="center"><b>57.7</b></td>
-    </tr>
-    <!-- Instruction Following -->
-    <tr>
-      <td rowspan="3"><b>Instruction Following</b></td>
-      <td><b>Ko-IFEval*</b></td>
-      <td align="center">65.4</td>
-      <td align="center">75.9</td>
-      <td align="center">73.3</td>
-      <td align="center">69.1</td>
-      <td align="center"><b>83.6</b></td>
-      <td align="center">60.1</td>
-      <td align="center">82.0</td>
-    </tr>
-    <tr>
-      <td><b>Ko-MTBench</b></td>
-      <td align="center">74.0</td>
-      <td align="center">63.0</td>
-      <td align="center">74.0</td>
-      <td align="center">79.6</td>
-      <td align="center">71.0</td>
-      <td align="center">57.0</td>
-      <td align="center"><b>89.7</b></td>
-    </tr>
-    <tr>
-      <td><b>Avg.</b></td>
-      <td align="center">68.9</td>
-      <td align="center">69.4</td>
-      <td align="center">73.6</td>
-      <td align="center">74.4</td>
-      <td align="center">77.3</td>
-      <td align="center">58.5</td>
-      <td align="center"><b>85.9</b></td>
-    </tr>
-  </tbody>
+<tr>
+  <th rowspan="2" align="center">Model</th>
+  <th colspan="5" align="center">Comprehension</th>
+  <th colspan="5" align="center">Reasoning</th>
+</tr>
+<tr>
+  <th align="center">K-Prag<sup>*</sup></th>
+  <th align="center">K-Refer-Hard<sup>*</sup></th>
+  <th align="center">Ko-Best</th>
+  <th align="center">Ko-Sovereign<sup>*</sup></th>
+  <th align="center">Avg.</th>
+  <th align="center">Ko-Winogrande</th>
+  <th align="center">Ko-Best</th>
+  <th align="center">LogicKor</th>
+  <th align="center">HRM8K</th>
+  <th align="center">Avg.</th>
+</tr>
+
+<!-- Small Models -->
+<tr>
+  <td><strong>Qwen3-4B</strong></td>
+  <td align="center"><strong>73.9<strong></td>
+  <td align="center">56.7</td>
+  <td align="center"><strong>91.5</strong></td>
+  <td align="center"><strong>43.5</strong></td>
+  <td align="center"><strong>66.6</strong></td>
+  <td align="center"><strong>67.5</strong></td>
+  <td align="center"><strong>69.2</strong></td>
+  <td align="center">5.6</td>
+  <td align="center"><strong>56.7</strong></td>
+  <td align="center"><strong>43.8</strong></td>
+</tr>
+<tr>
+  <td><strong>Exaone-3.5-2.4B-inst</strong></td>
+  <td align="center">68.7</td>
+  <td align="center"><strong>58.5</strong></td>
+  <td align="center"><u>87.2</u></td>
+  <td align="center">38.0</td>
+  <td align="center"><u>62.5</u></td>
+  <td align="center">60.3</td>
+  <td align="center">64.1</td>
+  <td align="center">7.4</td>
+  <td align="center">38.5</td>
+  <td align="center">36.7</td>
+</tr>
+<tr>
+  <td><strong>Mi:dm 2.0-Mini-inst</strong></td>
+  <td align="center">69.5</td>
+  <td align="center">55.4</td>
+  <td align="center">80.5</td>
+  <td align="center">42.5</td>
+  <td align="center">61.9</td>
+  <td align="center"><u>61.7</u></td>
+  <td align="center"><u>64.5</u></td>
+  <td align="center"><strong>7.7</strong></td>
+  <td align="center"><u>39.9</u></td>
+  <td align="center"><u>37.4</u></td>
+</tr>
+
+<!-- Visual Spacer -->
+<tr><td colspan="11"> </td></tr>
+
+<!-- Large Models -->
+<tr>
+  <td><strong>Qwen3-14B</strong></td>
+  <td align="center"><strong>86.7</strong></td>
+  <td align="center"><strong>74.0</strong></td>
+  <td align="center">93.9</td>
+  <td align="center">52.0</td>
+  <td align="center"><strong>76.8</strong></td>
+  <td align="center"><strong>77.2</strong></td>
+  <td align="center"><strong>75.4</strong></td>
+  <td align="center">6.4</td>
+  <td align="center"><strong>64.5</strong></td>
+  <td align="center"><strong>48.8</strong></td>
+</tr>
+<tr>
+  <td><strong>Llama-3.1-8B-inst</strong></td>
+  <td align="center">59.9</td>
+  <td align="center">48.6</td>
+  <td align="center">77.4</td>
+  <td align="center">31.5</td>
+  <td align="center">51.5</td>
+  <td align="center">40.1</td>
+  <td align="center">26.0</td>
+  <td align="center">2.4</td>
+  <td align="center">30.9</td>
+  <td align="center">19.8</td>
+</tr>
+<tr>
+  <td><strong>Exaone-3.5-7.8B-inst</strong></td>
+  <td align="center"><u>73.5</u></td>
+  <td align="center"><u>61.9</u></td>
+  <td align="center"><u>92.0</u></td>
+  <td align="center">44.0</td>
+  <td align="center">67.2</td>
+  <td align="center">64.6</td>
+  <td align="center">60.3</td>
+  <td align="center"><strong>8.6</strong></td>
+  <td align="center">49.7</td>
+  <td align="center">39.5</td>
+</tr>
+<tr>
+  <td><strong>Mi:dm 2.0-Base-inst</strong></td>
+  <td align="center"><u>86.5</u></td>
+  <td align="center"><u>70.8</u></td>
+  <td align="center"><strong>95.2</strong></td>
+  <td align="center"><strong>53.0</strong></td>
+  <td align="center"><u>76.1</u></td>
+  <td align="center"><u>75.1</u></td>
+  <td align="center"><u>73.0</u></td>
+  <td align="center"><strong>8.6</strong></td>
+  <td align="center"><u>52.9</u></td>
+  <td align="center"><u>44.8</u></td>
+</tr>
 </table>
 
 `*` indicates KT proprietary evaluation resources.
 
+<br>
+
+
+#### English
+
+
+<table>
+<tr>
+  <th rowspan="2" align="center">Model</th>
+  <th align="center">Instruction</th>
+  <th colspan="4" align="center">Reasoning</th>
+  <th align="center">Math</th>
+  <th align="center">Coding</th>
+  <th colspan="3" align="center">General Knowledge</th>
+</tr>
+<tr>
+  <th align="center">IFEval</th>
+  <th align="center">BBH</th>
+  <th align="center">GPQA</th>
+  <th align="center">MuSR</th>
+  <th align="center">Avg.</th>
+  <th align="center">GSM8K</th>
+  <th align="center">MBPP+</th>
+  <th align="center">MMLU-pro</th>
+  <th align="center">MMLU</th>
+  <th align="center">Avg.</th>
+</tr>
+
+<!-- Small Models -->
+<tr>
+  <td><strong>Qwen3-4B</strong></td>
+  <td align="center"><u>79.7</u></td>
+  <td align="center"><strong>79.0</strong></td>
+  <td align="center"><u>39.8</u></td>
+  <td align="center"><strong>58.5</strong></td>
+  <td align="center"><strong>59.1</strong></td>
+  <td align="center"><strong>90.4</strong></td>
+  <td align="center"><u>62.4</u></td>
+  <td align="center">-</td>
+  <td align="center"><strong>73.3</strong></td>
+  <td align="center"><strong>73.3</strong></td>
+</tr>
+<tr>
+  <td><strong>Exaone-3.5-2.4B-inst</strong></td>
+  <td align="center"><strong>81.1</strong></td>
+  <td align="center">46.4</td>
+  <td align="center">28.1</td>
+  <td align="center">49.7</td>
+  <td align="center">41.4</td>
+  <td align="center"><u>82.5</u></td>
+  <td align="center">59.8</td>
+  <td align="center">-</td>
+  <td align="center">59.5</td>
+  <td align="center">59.5</td>
+</tr>
+<tr>
+  <td><strong>Mi:dm 2.0-Mini-inst</strong></td>
+  <td align="center">73.6</td>
+  <td align="center"><u>44.5</u></td>
+  <td align="center">26.6</td>
+  <td align="center"><u>51.7</u></td>
+  <td align="center"><u>40.9</u></td>
+  <td align="center">83.1</td>
+  <td align="center"><strong>60.9</strong></td>
+  <td align="center">-</td>
+  <td align="center">56.5</td>
+  <td align="center">56.5</td>
+</tr>
+
+<tr><td colspan="11">&nbsp;</td></tr>
+
+<!-- Large Models -->
+<tr>
+  <td><strong>Qwen3-14B</strong></td>
+  <td align="center"><u>83.9</u></td>
+  <td align="center"><strong>83.4</strong></td>
+  <td align="center"><strong>49.8</strong></td>
+  <td align="center"><strong>57.7</strong></td>
+  <td align="center"><strong>63.6</strong></td>
+  <td align="center">88.0</td>
+  <td align="center">73.4</td>
+  <td align="center"><strong>70.5</strong></td>
+  <td align="center"><strong>82.7</strong></td>
+  <td align="center"><strong>76.6</strong></td>
+</tr>
+<tr>
+  <td><strong>Llama-3.1-8B-inst</strong></td>
+  <td align="center">79.9</td>
+  <td align="center"><u>60.3</u></td>
+  <td align="center">21.6</td>
+  <td align="center">50.3</td>
+  <td align="center">44.1</td>
+  <td align="center">81.2</td>
+  <td align="center"><strong>81.8</strong></td>
+  <td align="center">47.6</td>
+  <td align="center"><u>70.7</u></td>
+  <td align="center"><u>59.2</u></td>
+</tr>
+<tr>
+  <td><strong>Exaone-3.5-7.8B-inst</strong></td>
+  <td align="center">83.6</td>
+  <td align="center">50.1</td>
+  <td align="center"><u>33.1</u></td>
+  <td align="center"><u>51.2</u></td>
+  <td align="center"><u>44.8</u></td>
+  <td align="center">81.1</td>
+  <td align="center">79.4</td>
+  <td align="center">40.7</td>
+  <td align="center">69.0</td>
+  <td align="center">54.8</td>
+</tr>
+<tr>
+  <td><strong>Mi:dm 2.0-Base-inst</strong></td>
+  <td align="center"><strong>84.0</strong></td>
+  <td align="center">77.7</td>
+  <td align="center">33.5</td>
+  <td align="center">51.9</td>
+  <td align="center">54.4</td>
+  <td align="center"><strong>91.6</strong></td>
+  <td align="center"><u>77.5</u></td>
+  <td align="center"><u>53.3</u></td>
+  <td align="center">73.7</td>
+  <td align="center">63.5</td>
+</tr>
+</table>
+
+
 <br>
 
 # Usage
@@ -553,4 +571,5 @@ Mi:dm 2.0 is licensed under the [MIT License](./LICENSE).
 ### Contact 
 Mi:dm 2.0 Technical Inquiries: midm-llm@kt.com
 
-<br>
+<br>
+