sora 13274243a0 Bump vendored EvalScope and add K3-ready DPV4 configs.

Keep K3 suite selection and report-schema scoring in bash, merge K3/vision dataset_args into dpv4 yamls, and pin EvalScope at 735d920ee911 with local patches.

Co-authored-by: Cursor <cursoragent@cursor.com>

2026-09-02 07:30:48 +00:00

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HMMT-Nov-2025

Overview

HMMT November 2025 (MathArena) is a challenging evaluation benchmark derived from the Harvard-MIT Mathematics Tournament (HMMT) November 2025 competition, one of the most prestigious and difficult high school math contests globally. It is a different contest from HMMT February 2025 (hmmt25).

Task Description

Task Type: Competition Mathematics Problem Solving
Input: HMMT-level mathematical problem
Output: Answer with step-by-step reasoning
Domain: Algebra, Combinatorics, Geometry, and Number Theory

Key Features

30 problems from the HMMT November 2025 competition
Sourced from the MathArena hmmt_nov_2025 dataset and mirrored on ModelScope
Highly challenging competition-level problems
Tests advanced mathematical reasoning
Represents elite high school mathematics difficulty

Evaluation Notes

Default configuration loads evalscope/hmmt_nov_2025 from ModelScope and evaluates the train split
Default configuration uses 0-shot evaluation
Answers should be formatted within \boxed{} for proper extraction
Numeric accuracy uses mathematical equivalence checking for integers, fractions, decimals, and symbolic expressions
No additional runtime dependencies are required

Properties

Property	Value
Benchmark Name	`hmmt_nov25`
Dataset ID	evalscope/hmmt_nov_2025
Paper	N/A
Tags	`Math`, `Reasoning`
Metrics	`accuracy`
Default Shots	0-shot
Evaluation Split	`train`

Data Statistics

Metric	Value
Total Samples	30
Prompt Length (Mean)	403.3 chars
Prompt Length (Min/Max)	203 / 759 chars

Sample Example

Subset: default

{
  "input": [
    {
      "id": "e53f11c5",
      "content": "Problem:\nLet $ABCD$ be a rectangle. Let $X$ and $Y$ be points on segments $\\overlien{BC}$ and $\\overline{AD}$, respectively, such that $\\angle AXY = \\angle XYC = 90^\\circ$. Given that $AX : XY : YC = 1 : 2 : 1$ and $AB = 1$, compute $BC$.\n\nPlease reason step by step, and put your final answer within \\boxed{}.\n"
    }
  ],
  "target": "3",
  "id": 0,
  "group_id": 0,
  "metadata": {
    "problem_idx": 1,
    "problem_type": null
  }
}

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 hmmt_nov25 \
    --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=['hmmt_nov25'],
    limit=10,  # Remove this line for formal evaluation
)

run_task(task_cfg=task_cfg)

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