diff --git a/README.md b/README.md
index 736968eb..93457e09 100644
--- a/README.md
+++ b/README.md
@@ -57,6 +57,7 @@ Just like a compass guides us on our journey, OpenCompass will guide you through
 
 ## 🚀 What's New <a><img width="35" height="20" src="https://user-images.githubusercontent.com/12782558/212848161-5e783dd6-11e8-4fe0-bbba-39ffb77730be.png"></a>
 
+- **\[2025.02.15\]** We have added two powerful evaluation tools: `GenericLLMEvaluator` for LLM-as-judge evaluations and `MATHEvaluator` for mathematical reasoning assessments. Check out the documentation for [LLM Judge](docs/en/advanced_guides/llm_judge.md) and [Math Evaluation](docs/en/advanced_guides/general_math.md) for more details! 🔥🔥🔥
 - **\[2025.01.16\]** We now support the [InternLM3-8B-Instruct](https://huggingface.co/internlm/internlm3-8b-instruct) model which has enhanced performance on reasoning and knowledge-intensive tasks.
 - **\[2024.12.17\]** We have provided the evaluation script for the December [CompassAcademic](examples/eval_academic_leaderboard_202412.py), which allows users to easily reproduce the official evaluation results by configuring it.
 - **\[2024.11.14\]** OpenCompass now offers support for a sophisticated benchmark designed to evaluate complex reasoning skills — [MuSR](https://arxiv.org/pdf/2310.16049). Check out the [demo](examples/eval_musr.py) and give it a spin! 🔥🔥🔥
diff --git a/README_zh-CN.md b/README_zh-CN.md
index 8d8ecd02..6d071ebc 100644
--- a/README_zh-CN.md
+++ b/README_zh-CN.md
@@ -57,6 +57,7 @@
 
 ## 🚀 最新进展 <a><img width="35" height="20" src="https://user-images.githubusercontent.com/12782558/212848161-5e783dd6-11e8-4fe0-bbba-39ffb77730be.png"></a>
 
+- **\[2025.02.15\]** 我们新增了两个实用的评测工具：用于LLM作为评判器的`GenericLLMEvaluator`和用于数学推理评估的`MATHEvaluator`。查看[LLM评判器](docs/zh_cn/advanced_guides/llm_judge.md)和[数学能力评测](docs/zh_cn/advanced_guides/general_math.md)文档了解更多详情！🔥🔥🔥
 - **\[2025.01.16\]** 我们现已支持 [InternLM3-8B-Instruct](https://huggingface.co/internlm/internlm3-8b-instruct) 模型，该模型在推理、知识类任务上取得同量级最优性能，欢迎尝试。
 - **\[2024.12.17\]** 我们提供了12月CompassAcademic学术榜单评估脚本 [CompassAcademic](configs/eval_academic_leaderboard_202412.py)，你可以通过简单地配置复现官方评测结果。
 - **\[2024.10.14\]** 现已支持OpenAI多语言问答数据集[MMMLU](https://huggingface.co/datasets/openai/MMMLU)，欢迎尝试! 🔥🔥🔥
diff --git a/docs/en/advanced_guides/llm_judge.md b/docs/en/advanced_guides/llm_judge.md
index af64d966..91a1a5bf 100644
--- a/docs/en/advanced_guides/llm_judge.md
+++ b/docs/en/advanced_guides/llm_judge.md
@@ -95,7 +95,6 @@ eval_cfg = dict(
         judge_cfg=YOUR_JUDGE_MODEL_CONFIG,  # Configuration for the judge model
         dict_postprocessor=dict(type=generic_llmjudge_postprocess),  # Post-processing the judge's output
     ),
-    pred_role='BOT',
 )
 ```
 
diff --git a/docs/zh_cn/advanced_guides/llm_judge.md b/docs/zh_cn/advanced_guides/llm_judge.md
index 02800dd3..66d288a8 100644
--- a/docs/zh_cn/advanced_guides/llm_judge.md
+++ b/docs/zh_cn/advanced_guides/llm_judge.md
@@ -95,7 +95,6 @@ eval_cfg = dict(
         judge_cfg=YOUR_JUDGE_MODEL_CONFIG,  # 评判模型的配置
         dict_postprocessor=dict(type=generic_llmjudge_postprocess),  # 处理评判器输出的后处理器
     ),
-    pred_role='BOT',
 )
 ```