HMMT25#

Overview#

HMMT February 2025 (MathArena) is a challenging evaluation benchmark derived from the Harvard-MIT Mathematics Tournament (HMMT) February 2025 competition, one of the most prestigious and difficult high school math contests globally.

Task Description#

  • Task Type: Competition Mathematics Problem Solving

  • Input: HMMT-level mathematical problem

  • Output: Answer with step-by-step reasoning

  • Difficulty: Advanced high school competition level

Key Features#

  • Problems from HMMT February 2025 competition

  • Four primary domains: Algebra, Combinatorics, Geometry, Number Theory

  • Highly challenging competition-level problems

  • Tests advanced mathematical reasoning

  • Represents elite high school mathematics difficulty

Evaluation Notes#

  • Default configuration uses 0-shot evaluation

  • Answers should be formatted within \boxed{} for proper extraction

  • Numeric accuracy metric

  • Problems span multiple mathematical domains

Properties#

Property

Value

Benchmark Name

hmmt25

Dataset ID

evalscope/hmmt_feb_2025

Paper

N/A

Tags

Math, Reasoning

Metrics

acc

Default Shots

0-shot

Evaluation Split

train

Data Statistics#

Metric

Value

Total Samples

30

Prompt Length (Mean)

410.53 chars

Prompt Length (Min/Max)

173 / 1594 chars

Sample Example#

Subset: default

{
  "input": [
    {
      "id": "fb6fb4e8",
      "content": "Problem:\nCompute the sum of the positive divisors (including $1$) of $9!$ that have units digit $1$.\n\nPlease reason step by step, and put your final answer within \\boxed{}.\n"
    }
  ],
  "target": "103",
  "id": 0,
  "group_id": 0,
  "metadata": {
    "problem_idx": 1,
    "problem_type": [
      "Number Theory"
    ]
  }
}

Prompt Template#

Prompt Template:

Problem:
{question}

Please reason step by step, and put your final answer within \boxed{{}}.

Usage#

Using CLI#

evalscope eval \
    --model YOUR_MODEL \
    --api-url OPENAI_API_COMPAT_URL \
    --api-key EMPTY_TOKEN \
    --datasets hmmt25 \
    --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=['hmmt25'],
    limit=10,  # Remove this line for formal evaluation
)

run_task(task_cfg=task_cfg)