metadata
dataset_info:
features:
- name: ID
dtype: string
- name: Type
dtype: string
- name: Education_Level
dtype: string
- name: Grade
dtype: string
- name: Question
dtype: string
- name: Answer
dtype: string
- name: Explanation
dtype: string
- name: Difficulty_Level
dtype: string
- name: Categories
dtype: string
- name: Source
dtype: string
splits:
- name: Elementary
num_bytes: 85608
num_examples: 332
- name: Middle
num_bytes: 1001357
num_examples: 1108
- name: High
num_bytes: 154761
num_examples: 426
download_size: 550840
dataset_size: 1241726
configs:
- config_name: default
data_files:
- split: Elementary
path: data/Elementary-*
- split: Middle
path: data/Middle-*
- split: High
path: data/High-*
license: apache-2.0
Model Performance Overview
Base Models
| Model Name | Parameters | Inference Accuracy | Fine-tune Accuracy | Notes |
|---|---|---|---|---|
| Qwen 2.5 7B | 7B | 64.68 | 68.7 | Model Link |
| Mistral v0.3 | 7B | 30.44 | - | - |
Math-Specialized Models
| Model Name | Parameters | Inference Accuracy | Notes |
|---|---|---|---|
| Qwen2.5-Math | 7B | 54.34 | - |
| Deepseek-Math | 7B | 52.3 | - |
| Mathstral | 7B | 26.37 | - |
| MAmmoTH-Plus | 7B | 43.14 | Model Link |
Proprietary Models
| Model Name | Parameters | Inference Accuracy |
|---|---|---|
| Gemini Pro | - | 81.03 |