Update README.md

README.md

@@ -92,7 +92,9 @@ print(response)
 
 ### 3.1 Arena-Hard-Auto-v0.1
 
-All results below, except those for `Xwen-72B-Chat`, are sourced from [Arena-Hard-Auto](https://github.com/lmarena/arena-hard-auto) (accessed on February 1, 2025).
+All results below, except those for `Xwen-72B-Chat`, `DeepSeek-V3` and `DeepSeek-R1`, are sourced from [Arena-Hard-Auto](https://github.com/lmarena/arena-hard-auto) (accessed on February 1, 2025).
+
+The results of `DeepSeek-V3` and `DeepSeek-R1` are borrowed from their officially reported results.
 
 #### 3.1.1 No Style Control
 
@@ -100,9 +102,11 @@ All results below, except those for `Xwen-72B-Chat`, are sourced from [Arena-Har
 
 |                                   | Score                    | 95% CIs     |
 | --------------------------------- | ------------------------ | ----------- |
-| **Xwen-72B-Chat** 🔑               | **86.1** (Top-1 among 🔑) | (-1.5, 1.7) |
+| **Xwen-72B-Chat** 🔑               | **86.1** (Top-1 among 🔑 below 100B) | (-1.5, 1.7) |
 | Qwen2.5-72B-Instruct 🔑            | 78.0                     | (-1.8, 1.8) |
 | Athene-v2-Chat 🔑                  | 85.0                     | (-1.4, 1.7) |
+| DeepSeek-V3 **(671B >> 72B)** 🔑  |  85.5   | N/A  |
+| DeepSeek-R1 **(671B >> 72B)** 🔑  |  **92.3** (Top-1 among 🔑)  | N/A  |
 | Llama-3.1-Nemotron-70B-Instruct 🔑 | 84.9                     | (-1.7, 1.8) |
 | Llama-3.1-405B-Instruct-FP8 🔑     | 69.3                     | (-2.4, 2.2) |
 | Claude-3-5-Sonnet-20241022 🔒      | 85.2                     | (-1.4, 1.6) |