datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
MathNet
Quick Start · Overview · Tasks · Comparison · Dataset Stats · Data Sources · Pipeline · Schema · License · Citation
This is the official MathNet v0. A larger version v1 will be uploaded soon (more countires, problems and richer metadata). Schema is stable but field values may be revised in v1.
Quick start
from datasets import load_dataset
# Default: all problems
ds = load_dataset("ShadenA/MathNet", split="train")
# Or a specific country / competition-body config… See the full description on the dataset page: https://huggingface.co/datasets/ShadenA/MathNet.MathVista
Dataset Card for MathVista
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Dataset Description
MathVista is a consolidated Mathematical reasoning benchmark within Visual contexts. It consists of three newly created datasets, IQTest, FunctionQA, and PaperQA, which address the missing visual domains and are tailored to evaluate logical… See the full description on the dataset page: https://huggingface.co/datasets/AI4Math/MathVista.BlueMO
BlueMO
🚀 BlueMO: A Comprehensive Collection of Challenging Mathematical Olympiad Problems from the Little Blue Book Series
BlueMO is a comprehensive and challenging dataset comprising mathematical olympiad problems paired with detailed solutions, meticulously curated from the esteemed "Little Blue Book" (小蓝书) series (Second Edition)—a vital resource for Chinese students training for national and international olympiad math competitions.Designed to advance and… See the full description on the dataset page: https://huggingface.co/datasets/math-ai/BlueMO.MathVision
Measuring Multimodal Mathematical Reasoning with the MATH-Vision Dataset
[💻 Github] [🌐 Homepage] [📊 Main Leaderboard ] [📊 Open Source Leaderboard ] [🌿 Wild Leaderboard ] [🔍 Visualization] [📖 Paper]
🌿 NEW: MATH-Vision-Wild
MATH-Vision-Wild is a photographic, real-world variant of MATH-Vision. The same testmini problems are physically captured on printed paper, iPads, laptops, and projectors under varying lighting and angles — the conditions VLMs actually… See the full description on the dataset page: https://huggingface.co/datasets/MathLLMs/MathVision.hle_math_exact_match_no_image_int_answerhle_math_exact_match_no_image_int_answer_random128olympiadbenchMathematical_Modeling_Speciale_Dataset_v0.1MathCanvas-Edit
MathCanvas-Edit Dataset
🚀 Data Usage
from datasets import load_dataset
dataset = load_dataset("shiwk24/MathCanvas-Edit")
print(dataset)
📖 Overview
MathCanvas-Edit is a large-scale dataset containing 5.2 million step-by-step editing trajectories, forming a crucial component of the [MathCanvas] framework. MathCanvas is designed to endow Unified Large Multimodal Models (LMMs) with intrinsic… See the full description on the dataset page: https://huggingface.co/datasets/shiwk24/MathCanvas-Edit.MathVerse
Dataset Card for MathVerse
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Citation
Dataset Description
The capabilities of Multi-modal Large Language Models (MLLMs) in visual math problem-solvingremain insufficiently evaluated and understood. We investigate current benchmarks to incorporate excessive visual content within textual questions, which potentially assist MLLMs in deducing answers without truly interpreting the input diagrams.
To… See the full description on the dataset page: https://huggingface.co/datasets/AI4Math/MathVerse.MathCanvas-Imagen
MathCanvas-Imagen Dataset
🚀 Data Usage
from datasets import load_dataset
dataset = load_dataset("shiwk24/MathCanvas-Imagen")
print(dataset)
📖 Overview
MathCanvas-Imagen is a massive dataset featuring over 10 million caption-to-diagram pairs, forming a core part of the [MathCanvas] framework. MathCanvas is designed to endow Unified Large Multimodal Models (LMMs) with intrinsic Visual… See the full description on the dataset page: https://huggingface.co/datasets/shiwk24/MathCanvas-Imagen.MathVision-Wild
Measuring Multimodal Mathematical Reasoning with the MATH-Vision Dataset
[💻 Github] [🌐 Homepage] [📊 Main Leaderboard ] [📊 Open Source Leaderboard ] [🌿 Wild Leaderboard ] [🔍 Visualization] [📖 Paper]
💥 News
🔥🔥🔥 We are pleased to announce the release of full MathVision-Wild, which provides photographic versions of the complete MathVision test dataset.
👀 Introduction
MathVision has been widely used in various SOTA VLM (e.g., QwenVL… See the full description on the dataset page: https://huggingface.co/datasets/MathLLMs/MathVision-Wild.We-Math
Dataset Card for WE-MATH (ACL 2025)
GitHub | Paper | Website
Inspired by human-like mathematical reasoning, we introduce We-Math, the first benchmark specifically designed to explore the problem-solving principles beyond the end-to-end performance. We meticulously collect and categorize 6.5K visual math problems, spanning 67 hierarchical knowledge concepts and 5 layers of knowledge granularity.
Citation
If you find the content of this project helpful, please cite our… See the full description on the dataset page: https://huggingface.co/datasets/We-Math/We-Math.kangaroo_2025_5_6
Homepage and repository
Homepage: https://matharena.ai/
Repository: https://github.com/eth-sri/matharena
Dataset Summary
This dataset contains the questions from Kangaroo 2025 5-6 used for the MathArena Leaderboard.
Data Fields
The dataset contains the following fields:
problem_idx (int64): Problem index within the corresponding MathArena benchmark.
answer (string): Gold final answer.
image (image): Problem image.
Source Data
The original… See the full description on the dataset page: https://huggingface.co/datasets/MathArena/kangaroo_2025_5_6.Math-VR-train
Math-VR-train-en: English Training Subset of the Math-VR Dataset
Math-VR-train is the large-scale bilingual training dataset accompanying the Math-VR Benchmark, supporting research on mathematical visual reasoning.
📖 Overview
Mathematical problem solving often requires visual reasoning, such as drawing auxiliary lines, plotting geometric shapes, or sketching function curves. While most existing mathematical reasoning datasets emphasize text-only solutions… See the full description on the dataset page: https://huggingface.co/datasets/gogoduan/Math-VR-train.kangaroo_2025_7_8
Homepage and repository
Homepage: https://matharena.ai/
Repository: https://github.com/eth-sri/matharena
Dataset Summary
This dataset contains the questions from Kangaroo 2025 7-8 used for the MathArena Leaderboard.
Data Fields
The dataset contains the following fields:
problem_idx (int64): Problem index within the corresponding MathArena benchmark.
answer (string): Gold final answer.
image (image): Problem image.
Source Data
The original… See the full description on the dataset page: https://huggingface.co/datasets/MathArena/kangaroo_2025_7_8.kangaroo_2025_9_10
Homepage and repository
Homepage: https://matharena.ai/
Repository: https://github.com/eth-sri/matharena
Dataset Summary
This dataset contains the questions from Kangaroo 2025 9-10 used for the MathArena Leaderboard.
Data Fields
The dataset contains the following fields:
problem_idx (int64): Problem index within the corresponding MathArena benchmark.
answer (string): Gold final answer.
image (image): Problem image.
Source Data
The original… See the full description on the dataset page: https://huggingface.co/datasets/MathArena/kangaroo_2025_9_10.kangaroo_2025_11_12
Homepage and repository
Homepage: https://matharena.ai/
Repository: https://github.com/eth-sri/matharena
Dataset Summary
This dataset contains the questions from Kangaroo 2025 11-12 used for the MathArena Leaderboard.
Data Fields
The dataset contains the following fields:
problem_idx (int64): Problem index within the corresponding MathArena benchmark.
answer (string): Gold final answer.
image (image): Problem image.
Source Data
The original… See the full description on the dataset page: https://huggingface.co/datasets/MathArena/kangaroo_2025_11_12.kangaroo_2025_3_4
Homepage and repository
Homepage: https://matharena.ai/
Repository: https://github.com/eth-sri/matharena
Dataset Summary
This dataset contains the questions from Kangaroo 2025 3-4 used for the MathArena Leaderboard.
Data Fields
The dataset contains the following fields:
problem_idx (int64): Problem index within the corresponding MathArena benchmark.
answer (string): Gold final answer.
image (image): Problem image.
Source Data
The original… See the full description on the dataset page: https://huggingface.co/datasets/MathArena/kangaroo_2025_3_4.kangaroo_2025_1_2
Homepage and repository
Homepage: https://matharena.ai/
Repository: https://github.com/eth-sri/matharena
Dataset Summary
This dataset contains the questions from Kangaroo 2025 1-2 used for the MathArena Leaderboard.
Data Fields
The dataset contains the following fields:
problem_idx (int64): Problem index within the corresponding MathArena benchmark.
answer (string): Gold final answer.
image (image): Problem image.
Source Data
The original… See the full description on the dataset page: https://huggingface.co/datasets/MathArena/kangaroo_2025_1_2.We-Math2.0-SFTMathNet
Quick Start · Overview · Tasks · Comparison · Dataset Stats · Data Sources· Pipeline · Schema · License · Citation
This is the official MathNet v0. A larger version v1 will be uploaded soon (more countires, problems and richer metadata). Schema is stable but field values may be revised in v1.
Quick start
from datasets import load_dataset
# Default: all problems
ds = load_dataset("ShadenA/MathNet", split="train")
# Or a specific country / competition-body config
arg… See the full description on the dataset page: https://huggingface.co/datasets/knowurknottty/MathNet.MathCaptcha10k
Dataset Details
Dataset Name: MathCaptcha10k
Curated by: Atalay Denknalbant
License: Creative Commons Attribution 4.0 International (CC BY 4.0)
Repository: https://www.kaggle.com/datasets/atalaydenknalbant/mathcaptcha10k
Dataset Description
A corpus of 10 000 synthetic arithmetic‐captcha images rendered at 200×70 px. Each image contains exactly two base-10 numbers (1–2 digits), a single + or – operator, an = sign and a trailing question mark (e.g.… See the full description on the dataset page: https://huggingface.co/datasets/atalaydenknalbant/MathCaptcha10k.hle_mathMathReal
Dataset Card for MathReal
Dataset Description
Paper Information
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Citation
Dataset Description
The MathReal dataset is designed to evaluate the performance of Multi-modal Large Language Models (MLLMs)on real-world K-12 mathematical questions. It consists of 2,000 high-quality math problems, each represented as an image captured in authentic educational contexts. The dataset includes various types of questions, such as multiple-choice… See the full description on the dataset page: https://huggingface.co/datasets/junfeng0288/MathReal.MathVerse-lmmseval
Dataset Card for MathVerse
This is the version for lmms-eval. This shares the same data with the official dataset.
Dataset Description
Paper Information
Dataset Examples
Leaderboard
Citation
Dataset Description
The capabilities of Multi-modal Large Language Models (MLLMs) in visual math problem-solving remain insufficiently evaluated and understood. We investigate current benchmarks to incorporate excessive visual content within textual questions, which potentially… See the full description on the dataset page: https://huggingface.co/datasets/CaraJ/MathVerse-lmmseval.MM-MathInstruct
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning
Repo: https://github.com/mathllm/MathCoder
Paper: https://huggingface.co/papers/2505.10557
Introduction
We introduce MathCoder-VL, a series of open-source large multimodal models (LMMs) specifically tailored for general math problem-solving. We also introduce FigCodifier-8B, an image-to-code model.
Base Model
Ours
Mini-InternVL-Chat-2B-V1-5
MathCoder-VL-2B… See the full description on the dataset page: https://huggingface.co/datasets/MathLLMs/MM-MathInstruct.clevr-mathCLEVR-Math is a dataset for compositional language, visual and mathematical reasoning. CLEVR-Math poses questions about mathematical operations on visual scenes using subtraction and addition, such as "Remove all large red cylinders. How many objects are left?". There are also adversarial (e.g. "Remove all blue cubes. How many cylinders are left?") and multihop questions (e.g. "Remove all blue cubes. Remove all small purple spheres. How many objects are left?").kangaroo_math_mc_questionsMathCanvas-Instruct
MathCanvas-Instruct Dataset
🚀 Data Usage
from datasets import load_dataset
dataset = load_dataset("shiwk24/MathCanvas-Instruct")
print(dataset)
📖 Overview
MathCanvas-Instruct is a high-quality, fine-tuning dataset with 219K examples of interleaved visual-textual reasoning paths. It is the core component for the second phase of the [MathCanvas] framework: Strategic Visual-Aided Reasoning.… See the full description on the dataset page: https://huggingface.co/datasets/shiwk24/MathCanvas-Instruct.