| --- |
| 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](https://huggingface.co/DHMATH/Qwen_2.5-Math-v3) | | |
| | 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](https://huggingface.co/TIGER-Lab/MAmmoTH2-7B-Plus) | |
|
|
| ## Proprietary Models |
|
|
| | Model Name | Parameters | Inference Accuracy | |
| | ---------- | ---------- | ------------------ | |
| | Gemini Pro | - | 81.03 | |
