MD
ENT-00000710 · Research System

MATH Dataset

MATH Dataset is a documented research system associated with Academic benchmark.

Level V — PersistentActiveDocumented
Human readable record

Overview

MATH Dataset is documented as a research system, benchmark, dataset or scientific AI record associated with Academic benchmark. It is relevant for dataset and benchmark for mathematical problem solving. The record helps situate evaluation, discovery, training evidence or scientific capability in the registry graph.

Timeline

  1. 2021MATH Dataset public reference

    MATH Dataset is publicly documented in relation to Academic benchmark.

Capabilities

Research evaluation or discoveryScientific or benchmark utilityStructured evidence generationModel or system analysis

Known limitations

Capabilities vary by release, deployment setting and evaluation method.Operational details may differ across hosted APIs, open releases or downstream integrations.
Technical and registry detail

Technical description

Structured record for MATH Dataset. The technical layer identifies entity type Research System, organization Academic benchmark, source anchor https://github.com/hendrycks/math, capability fields, limitation fields, timeline event, source records, tags (Academic benchmark, Research System, Research) and graph relationships for machine-readable registry integration.

Controlled tags

Academic benchmarkResearch SystemResearchmathematics
Relationship graph
MATH Dataset
Associated OrganizationAcademic benchmark

Academic benchmark is the organization or ecosystem associated with MATH Dataset.

Creator or DeveloperDan Hendrycks et al.

Dan Hendrycks et al. is identified as a creator, developer or originating actor for MATH Dataset.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00000710",
    "name": "MATH Dataset",
    "alternateName": [],
    "additionalType": "Research System",
    "description": "MATH Dataset is a documented research system associated with Academic benchmark.",
    "creator": "Dan Hendrycks et al.",
    "url": "entity.php?id=ENT-00000710",
    "sameAs": "https://github.com/hendrycks/math",
    "lxkeysWorld": {
        "classification": "mathematics benchmark",
        "organization": "Academic benchmark",
        "originContext": "Benchmark",
        "firstPublicAppearance": "2021",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:02+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:02+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:02+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "Research evaluation or discovery",
            "Scientific or benchmark utility",
            "Structured evidence generation",
            "Model or system analysis"
        ],
        "limitations": [
            "Capabilities vary by release, deployment setting and evaluation method.",
            "Operational details may differ across hosted APIs, open releases or downstream integrations."
        ],
        "tags": [
            "Academic benchmark",
            "Research System",
            "Research",
            "mathematics"
        ],
        "timeline": [
            {
                "date": "2021",
                "title": "MATH Dataset public reference",
                "description": "MATH Dataset is publicly documented in relation to Academic benchmark."
            }
        ],
        "relationships": [
            {
                "target": "Academic benchmark",
                "type": "Associated Organization",
                "description": "Academic benchmark is the organization or ecosystem associated with MATH Dataset.",
                "evidence_level": "documentary"
            },
            {
                "target": "Dan Hendrycks et al.",
                "type": "Creator or Developer",
                "description": "Dan Hendrycks et al. is identified as a creator, developer or originating actor for MATH Dataset.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "MATH Dataset official reference",
                "url": "https://github.com/hendrycks/math",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}
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