Update README.md

README.md

@@ -88,89 +88,11 @@ print(response)
 ```
 
 ## Evaluation
+Seed-Coder-8B-Reasoning strikes impressive performance on competitive programming, demonstrating that smaller LLMs can also be competent on complex reasoning tasks. Our model surpasses QwQ-32B and DeepSeek-R1 on IOI'2024, and achieves an ELO rating comparable to o1-mini on Codeforces contests.
 
-Seed-Coder-8B-Reasoning has been evaluated extensively on reasoning-intensive code benchmarks, showing:
-- Significant improvements on **competitive programming** datasets and coding challenges.
-- Enhanced ability to **break down complex problems**, **design correct algorithms**, and **produce efficient implementations**.
-- Strong generalization to unseen problems across multiple domains (math, strings, arrays, graphs, DP, etc.).
-
-<table>
-  <tr>
-    <th rowspan="2">Model</th>
-    <th colspan="3">LiveCodeBench-Hard</th>
-    <th colspan="3">LiveCodeBench-Medium</th>
-    <th colspan="3">LiveCodeBench-Easy</th>
-    <th rowspan="2">Overall</th>
-  </tr>
-  <tr>
-    <th>4mon</th><th>3mon</th><th>2mon</th>
-    <th>4mon</th><th>3mon</th><th>2mon</th>
-    <th>4mon</th><th>3mon</th><th>2mon</th>
-  </tr>
-
-  <!-- ~8B Models -->
-  <tr><td colspan="11"><b>~8B Models</b></td></tr>
-  <tr>
-    <td>DeepSeek-R1-Distill-Qwen-7B</td>
-    <td>11.3</td><td>10.7</td><td>9.6</td>
-    <td>39.6</td><td>37.2</td><td>37.1</td>
-    <td>76.2</td><td>77.1</td><td>67.1</td>
-    <td>36.5</td>
-  </tr>
-  <tr>
-    <td>DeepSeek-R1-Distill-Seed-Coder-8B</td>
-    <td>13.6</td><td>13.9</td><td>13.4</td>
-    <td>39.6</td><td>38.7</td><td>39.3</td>
-    <td>79.8</td><td>80.2</td><td>73.2</td>
-    <td>39.0</td>
-  </tr>
-  <tr>
-    <td>OlympicCoder-7B</td>
-    <td>12.7</td><td>11.8</td><td>12.5</td>
-    <td>40.8</td><td>39.0</td><td>38.7</td>
-    <td>78.0</td><td>77.1</td><td>67.8</td>
-    <td>37.9</td>
-  </tr>
-  <tr>
-    <td>Qwen3-8B-thinking</td>
-    <td>27.5</td><td>23.5</td><td>19.7</td>
-    <td>65.7</td><td>59.7</td><td>58.5</td>
-    <td>98.0</td><td>98.1</td><td>97.3</td>
-    <td>57.4</td>
-  </tr>
-  <tr>
-    <td>Seed-Coder-8B-Reasoning</td>
-    <td>27.6</td><td>28.0</td><td>31.0</td>
-    <td>65.8</td><td>59.2</td><td>57.5</td>
-    <td>87.8</td><td>88.0</td><td>80.1</td>
-    <td>53.6</td>
-  </tr>
-
-  <!-- 13B+ Models -->
-  <tr><td colspan="11"><b>13B+ Models</b></td></tr>
-  <tr>
-    <td>DeepSeek-R1-Distill-Qwen-14B</td>
-    <td>21.3</td><td>20.5</td><td>16.1</td>
-    <td>58.1</td><td>53.4</td><td>51.4</td>
-    <td>93.3</td><td>94.2</td><td>93.7</td>
-    <td>51.9</td>
-  </tr>
-  <tr>
-    <td>Claude-3.7-Sonnet-thinking</td>
-    <td>27.3</td><td>30.8</td><td>31.0</td>
-    <td>54.5</td><td>55.1</td><td>51.4</td>
-    <td>96.2</td><td>100.0</td><td>100.0</td>
-    <td>53.3</td>
-  </tr>
-  <tr>
-    <td>o3-mini-low</td>
-    <td>30.3</td><td>32.3</td><td>28.6</td>
-    <td>69.6</td><td>61.2</td><td>54.1</td>
-    <td>98.7</td><td>100.0</td><td>100.0</td>
-    <td>59.4</td>
-  </tr>
-</table>
-
+<p align="center">
+  <img width="50%" src="reasoning-ioi.jpg"> <img width="50%" src="reasoning-codeforces.jpg">
+</p>
 
 For detailed benchmark performance, please refer to our [📑 Technical Report](https://github.com/ByteDance-Seed/Seed-Coder/blob/master/Seed-Coder.pdf).