AIME-2024

Overview

AIME 2024 (American Invitational Mathematics Examination 2024) is a benchmark based on problems from the prestigious AIME competition. These problems represent some of the most challenging high school mathematics problems, requiring creative problem-solving and advanced mathematical reasoning.

Task Description

Task Type: Competition Mathematics Problem Solving
Input: AIME-level mathematical problem
Output: Integer answer (0-999) with step-by-step reasoning
Difficulty: Advanced high school / early undergraduate level

Key Features

Problems from the 2024 AIME I and AIME II competitions
Answers are always integers between 0 and 999
Requires creative mathematical reasoning and problem-solving
Topics: algebra, geometry, number theory, combinatorics, probability
Represents top-tier high school mathematics competition difficulty

Evaluation Notes

Default configuration uses 0-shot evaluation
Answers should be formatted within \boxed{} for proper extraction
Only integer answers are accepted (matching AIME format)
Problems are significantly harder than GSM8K or standard MATH benchmark

Properties

Property	Value
Benchmark Name	`aime24`
Dataset ID	evalscope/aime24
Paper	N/A
Tags	`Math`, `Reasoning`
Metrics	`acc`
Default Shots	0-shot
Evaluation Split	`test`

Data Statistics

Metric	Value
Total Samples	30
Prompt Length (Mean)	462.33 chars
Prompt Length (Min/Max)	242 / 1066 chars

Sample Example

Subset: default

{
  "input": [
    {
      "id": "32187d6f",
      "content": "\nSolve the following math problem step by step. Put your answer inside \\boxed{}.\n\nEvery morning Aya goes for a $9$-kilometer-long walk and stops at a coffee shop afterwards. When she walks at a constant speed of $s$ kilometers per hour, the w ... [TRUNCATED 164 chars] ... g $t$ minutes spent in the coffee shop. Suppose Aya walks at $s+\\frac{1}{2}$ kilometers per hour. Find the number of minutes the walk takes her, including the $t$ minutes spent in the coffee shop.\n\nRemember to put your answer inside \\boxed{}."
    }
  ],
  "target": "\\boxed{204}",
  "id": 0,
  "group_id": 0
}

Prompt Template

Prompt Template:


Solve the following math problem step by step. Put your answer inside \boxed{{}}.

{question}

Remember to put your answer inside \boxed{{}}.

Usage

Using CLI

evalscope eval \
    --model YOUR_MODEL \
    --api-url OPENAI_API_COMPAT_URL \
    --api-key EMPTY_TOKEN \
    --datasets aime24 \
    --limit 10  # Remove this line for formal evaluation

Using Python

from evalscope import run_task
from evalscope.config import TaskConfig

task_cfg = TaskConfig(
    model='YOUR_MODEL',
    api_url='OPENAI_API_COMPAT_URL',
    api_key='EMPTY_TOKEN',
    datasets=['aime24'],
    limit=10,  # Remove this line for formal evaluation
)

run_task(task_cfg=task_cfg)

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