README.md

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