diff --git a/README.md b/README.md
index 3aa5954..f103d37 100644
--- a/README.md
+++ b/README.md
@@ -144,14 +144,14 @@ print(responds)
 |Falcon-40B|43.62|44.21|40.93|40.29|41.57|53.53|24.39|36.53|22.44|1.92|36.24|81.94*|57.68|83.26*|
 |MiniCPM-2B|52.33|52.6|51.1|51.13|51.07|53.46|50.00|47.31|53.83|10.24|36.87|85.44|68.00|68.25|
 
-| Model                 | 平均分 | 英文均分 | 中文均分 | CEval | CMMLU | MMLU | HumanEval | MBPP | GSM8K | MATH | BBH  | Arc-e | ARC-c |
-|-----------------------|--------|--------------------------|---------|-------|-------|------|-----------|------|-------|------|------|-------|-------|
-| TinyLlama-1.1B        | 25.36  | 25.55                    | 24.525  | 25.02 | 24.03 | 24.3 | 6.71      | 19.91| 2.27  | 0.74 | 28.78| 60.77*| 28.15*|
-| Qwen-1.8B             | 34.72  | 31.87                    | 47.565  | 49.81 | 45.32 | 43.37| 7.93      | 17.8 | 19.26 | 2.42 | 29.07| 63.97*| 43.69 |
-| Gemini Nano-3B        | -      | -                        | -       | -     | -     | -    | -         | 27.2(report)| 22.8(report)| -   | 42.4(report)| -     | -     |
-| StableLM-Zephyr-3B    | 43.43  | 46.28                    | 30.615  | 30.34 | 30.89 | 45.9 | 35.37     | 31.85| 52.54 | 12.12| 37.68| 73.78 | 55.38 |
-| Phi-2（2B）           | 48.84  | 54.41                    | 23.775  | 23.37 | 24.18 | 52.66| 47.56     | 55.04| 57.16 | 3.5  | 43.39| 86.11 | 71.25 |
-| MiniCPM-2B            | 52.33  | 52.6                     | 51.1    | 51.13 | 51.07 | 53.46| 50.00     | 47.31| 53.83 | 10.24| 36.87| 85.44 | 68.00c|
+| Model                 | 平均分 | 英文均分(包括代码数学推理） | 中文均分 | CEval | CMMLU | MMLU | HumanEval | MBPP | GSM8K | MATH | BBH  | Arc-e | ARC-c | HellaSwag |
+|-----------------------|--------|--------------------------|---------|-------|-------|------|-----------|------|-------|------|------|-------|-------|-----------|
+| TinyLlama-1.1B        | 25.36  | 25.55                    | 24.53   | 25.02 | 24.03 | 24.3 | 6.71      | 19.91| 2.27  | 0.74 | 28.78| 60.77*| 28.15*| 58.33*    |
+| Qwen-1.8B             | 34.72  | 31.87                    | 47.57   | 49.81 | 45.32 | 43.37| 7.93      | 17.8 | 19.26 | 2.42 | 29.07| 63.97*| 43.69 | 59.28*    |
+| Gemini Nano-3B        | -      | -                        | -       | -     | -     | -    | -         | 27.2(report)| 22.8(report)| -   | 42.4(report)| -   | -     | -         |
+| StableLM-Zephyr-3B    | 43.43  | 46.28                    | 30.62   | 30.34 | 30.89 | 45.9 | 35.37     | 31.85| 52.54 | 12.12| 37.68| 73.78 | 55.38| 71.87*    |
+| Phi-2（2B）           | 48.84  | 54.41                    | 23.78   | 23.37 | 24.18 | 52.66| 47.56     | 55.04| 57.16 | 3.5  | 43.39| 86.11 | 71.25| 73.07*    |
+| MiniCPM-2B            | 52.33  | 52.6                     | 51.10   | 51.13 | 51.07 | 53.46| 50.00     | 47.31| 53.83 | 10.24| 36.87| 85.44 | 68.00| 68.25     |
 
 
 #### 多模态评测