ENT-00001134 · Evaluation System

MathVista

MathVista is a mathematical visual reasoning benchmark associated with MathVista authors.

Level IV — ConnectedActiveStructured

Human readable record

Overview

MathVista is a documented mathematical visual reasoning benchmark used in artificial-intelligence research, evaluation or dataset construction. Its record captures the task context, public source, evaluation role and relationships to models, agents or research systems that rely on comparable measurements.

Timeline

2023MathVista public release or documentation
MathVista appears in public documentation as a mathematical visual reasoning benchmark associated with MathVista authors.

Capabilities

Evaluation referenceComparable measurementResearch reproducibilityModel documentation support

Known limitations

Benchmark interpretation depends on task design, data quality and contamination controls.Scores should not be treated as a complete measure of intelligence.

Technical and registry detail

Technical description

Structured reference record for MathVista. The technical layer captures source URL, creator, first-public year, evaluation or dataset role, measurable task family and relationships to model testing, retrieval, safety, coding, reasoning or multimodal assessment.

Controlled tags

BenchmarkEvaluationDocumentationContemporaryBatch 03 Candidate

Relationship graph

MathVista

Created or maintained byMathVista authors

MathVista is associated with MathVista authors.

Machine readable layer

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

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    "url": "entity.php?id=ENT-00001134",
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        "firstPublicAppearance": "2023",
        "currentStatus": "Active",
        "registryStatus": "Structured",
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        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+00:00",
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            "updated_utc": "2026-06-16T23:59:14+00:00",
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            "Scores should not be treated as a complete measure of intelligence."
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