Math Problems · AI-MO
aimo-validation-math-level-5
A dataset of highest-difficulty level-5 MATH problems with integer answers for AIMO challenge validation.
What aimo-validation-math-level-5 is
aimo-validation-math-level-5 is an evaluation dataset published by AI-MO. It consists of the most challenging (level-5) problems selected from the lighteval/MATH benchmark dataset.
The dataset is designed for validation in the AI Mathematical Olympiad (AIMO) challenge, allowing researchers to measure the upper bounds of mathematical reasoning in automated models.
How it was made
The dataset is curated from the level-5 tier of the lighteval/MATH collection. The final solution is extracted from boxed expressions, and the dataset is filtered to include only problems that yield integer outputs. The resulting text records are stored in Parquet format.
Key facts
- Source dataset
- lighteval/MATH
- Difficulty tier
- Level 5 (highest difficulty)
- Answer type
- Integer outputs
- Format
- Parquet
- Modality
- Text
- Release date
- 9 July 2024
What you can use it for
- AIMO challenge validation
- Validate model performance on high-difficulty mathematics tasks specifically tailored for the AI Mathematical Olympiad benchmark.
- Reasoning ceiling evaluation
- Test the limits of model reasoning using exclusively the highest-difficulty problem category from the MATH benchmark.
- Integer-based math benchmarking
- Assess automated problem-solving pipelines on complex mathematical prompts where target answers are strictly integers.
Explore the data
No licence declared
The authors have not published a licence, which means no permission to redistribute the data has been granted to anyone. The rows are not served here; read them on the original dataset page.How the columns are distributed
Over 721 rows of default/train
answer
string_text- min
- 1
- median
- 2
- mean
- 2.17
- max
- 9
id
int- min
- 0
- median
- 360
- mean
- 360
- max
- 720
problem
string_text- min
- 36
- median
- 184
- mean
- 237.69
- max
- 2,166
Strengths and limits
Good at
- Focuses exclusively on level-5 questions to assess the ceiling of mathematical reasoning.
- Provides clean integer targets extracted directly from original boxed answers.
Watch out for
- Restricted to integer solutions, excluding tasks that require non-integer or symbolic outputs.
Questions
Can I look inside aimo-validation-math-level-5 without downloading it?
Not here: it declares no licence, so no permission to redistribute its rows has been granted. Its description and statistics are still shown.
What licence is aimo-validation-math-level-5 under?
Its authors have not declared a licence, which means no permission to reuse or redistribute it has been granted.
What is the source of these problems?
The problems are a subset of level-5 problems taken from the lighteval/MATH dataset.
What types of outputs are evaluated?
Only problems that have integer outputs extracted from the original boxed solutions are retained.
Written from aimo-validation-math-level-5's own dataset card. Statements citing a figure that does not appear there are removed before publication. Licence and running details come from our registry.