## Bar Chart: MR-Scores of Models on Different Difficulty Levels
### Overview
The image is a bar chart comparing the MR-Scores of different models on two difficulty levels: high school and college. The chart displays the MR-Scores for each model across the two difficulty levels, allowing for a direct comparison of performance.
### Components/Axes
* **Title:** MR-Scores of Models on Different Difficulty Levels
* **X-axis:** Models (DeepSeek-v2, GPT-4-turbo, O1-Preview, Qwen2-72B, GLM-4)
* **Y-axis:** MR-Scores, ranging from 0.0 to 0.6 in increments of 0.1.
* **Legend:** Located in the top-right corner, indicating:
* Light Blue: high\_school
* Dark Blue: college
* A horizontal dashed line is present at MR-Score = 0.5
### Detailed Analysis
Here's a breakdown of the MR-Scores for each model and difficulty level:
* **DeepSeek-v2:**
* high\_school: ~0.37
* college: ~0.29
* **GPT-4-turbo:**
* high\_school: ~0.50
* college: ~0.38
* **O1-Preview:**
* high\_school: ~0.62
* college: ~0.57
* **Qwen2-72B:**
* high\_school: ~0.37
* college: ~0.34
* **GLM-4:**
* high\_school: ~0.38
* college: ~0.40
### Key Observations
* O1-Preview has the highest MR-Scores for both high school and college difficulty levels.
* DeepSeek-v2 and Qwen2-72B have the lowest MR-Scores for both difficulty levels.
* For most models, the MR-Score is higher for the high school difficulty level compared to the college difficulty level, except for GLM-4.
### Interpretation
The bar chart provides a comparative analysis of the performance of different models on varying difficulty levels, as measured by MR-Scores. The data suggests that O1-Preview is the most effective model among those tested, achieving the highest MR-Scores for both high school and college difficulty levels. Conversely, DeepSeek-v2 and Qwen2-72B appear to be the least effective, with the lowest MR-Scores. The fact that most models perform better on high school level questions suggests that the college level questions are more challenging. The exception to this trend is GLM-4, which performs slightly better on college level questions.
