PhysicsWallahAI/JEE-Main-2025-Math

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.

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🚀 How to Load the Dataset

You can load the evaluation data using the datasets library from Hugging Face:

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")

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📂 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.

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📊 Dataset Statistics

Split	Papers	Questions
January 2025	10	250
April 2025	9	225
Total	19	475

• MCQs: ~80%
• NATs: ~20%

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📥 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.

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💼 Intended Uses

• Benchmarking Indian math LLMs
• Evaluating symbolic + numeric reasoning
• Comparing SFT/RLHF/retrieval-based models on real exams

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⚠️ Limitations

• Limited to mathematics domain

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📄 Citation

@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}},
}