| --- |
| license: apache-2.0 |
| configs: |
| - config_name: jan |
| data_files: |
| - split: test |
| path: main2025-jan.jsonl |
| - config_name: apr |
| data_files: |
| - split: test |
| path: main2025-apr.jsonl |
| --- |
| # JEE Mains 2025 Math Evaluation Set |
|
|
| ## 🧾 Dataset Summary |
|
|
| This dataset contains **475 math questions** from the **official JEE Mains 2025** examination, covering both **January** and **April** sessions. It is curated to benchmark mathematical reasoning models under high-stakes exam conditions. |
|
|
| --- |
|
|
| ## 🚀 How to Load the Dataset |
|
|
| You can load the evaluation data using the `datasets` library from Hugging Face: |
|
|
| ```python |
| from datasets import load_dataset |
| |
| # Load January session evaluation set |
| jan_data = load_dataset("PhysicsWallahAI/JEE-Main-2025-Math", "jan", split="test") |
| |
| # Load April session evaluation set |
| apr_data = load_dataset("PhysicsWallahAI/JEE-Main-2025-Math", "apr", split="test") |
| ``` |
|
|
| --- |
|
|
| ## 📂 Dataset Structure |
|
|
| Each sample is stored as a JSON object with the following fields: |
|
|
| | Field Name | Type | Description | |
| |--------------------|-----------|-----------------------------------------------------------------------------| |
| | `question` | `string` | Math problem text (can include LaTeX) | |
| | `answer` | `string` | Final answer (NAT or symbolic form) | |
| | `question_type` | `int` | `0 = Numerical Answer Type`, `1 = Multiple Choice Question` | |
| | `options` | `list` | List of answer choices (present only for MCQ) | |
| | `correct_options` | `list` | Indices of correct options in `options[]` (for MCQ only) | |
| | `additional_data` | `dict` | Placeholder for extended fields used during model training or evaluation. | |
| | `metadata` | `dict` | Optional metadata providing contextual information about the question. | |
|
|
| --- |
|
|
| ## 📊 Dataset Statistics |
|
|
| | Split | Papers | Questions | |
| | ------------ | ------ | --------- | |
| | January 2025 | 10 | 250 | |
| | April 2025 | 9 | 225 | |
| | **Total** | 19 | **475** | |
|
|
| * **MCQs**: \~80% |
| * **NATs**: \~20% |
|
|
| --- |
|
|
| ## 📥 Source |
|
|
| All questions were sourced from **official JEE Mains 2025** mathematics papers publicly released by **NTA**. Answer keys were cross-verified with NTA final answer releases. |
|
|
| --- |
|
|
| ## 💼 Intended Uses |
|
|
| * Benchmarking Indian math LLMs |
| * Evaluating symbolic + numeric reasoning |
| * Comparing SFT/RLHF/retrieval-based models on real exams |
|
|
| --- |
|
|
| ## ⚠️ Limitations |
|
|
| * Limited to mathematics domain |
|
|
| --- |
|
|
| ## 📄 Citation |
|
|
| ```bibtex |
| @misc{jee2025math, |
| title = {JEE Mains 2025 Math Evaluation Set}, |
| author = {Physics Wallah AI Research}, |
| year = {2025}, |
| note = {Official JEE Mains 2025 math questions curated for evaluating educational language models}, |
| howpublished = {\url{https://huggingface.co/datasets/PhysicsWallahAI/JEE-Main-2025-Math}}, |
| } |
| ``` |
