MN
ENT-00001589 · Dataset

MNIST

MNIST is a dataset associated with NYU, classified in LXKeys.world as AI Dataset.

Level IV ConnectedHistoricalDocumented
Human record

Overview

MNIST is a documented AI dataset or benchmark associated with NYU. The record identifies its role in evaluation, training, measurement or comparison of intelligent systems, with emphasis on the source context and the type of capability it helps assess.

Timeline

  1. 1998Initial dataset release

    MNIST entered the documented public record in 1998. This event is retained at the precision supported by the Entry’s reviewed source history.

Capabilities

Data recordEvaluationTechnical reference

Known limitations

Dataset coverage, licensing, annotation quality, representativeness and allowed uses depend on the released version and source terms.Model performance on the dataset does not imply equivalent performance in deployment or on other populations and domains.Dataset revisions, removals or access restrictions can change over time.
Technical and structured detail

Technical description

Structured LXKeys.world registry record for MNIST. Entity type: Dataset; classification: AI Dataset; creator/organization context: Yann LeCun and collaborators. Canonical source anchor: http://yann.lecun.com/exdb/mnist/. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Controlled tags

DatasetBenchmarkAI Infrastructure
Relationship graph

MNIST

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MNIST
Published byOutgoing
NYU

MNIST is associated with NYU through its documented source context.

Machine readable layer

Structured entry data for human tools, AI systems and machine clients.

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    "creator": "Yann LeCun and collaborators",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001589&lang=en",
    "sameAs": "http://yann.lecun.com/exdb/mnist/",
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        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "1998",
        "currentStatus": "Historical",
        "documentationStatus": "Documented",
        "documentationIndex": {
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            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV Connected"
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        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:28+00:00",
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            "Model performance on the dataset does not imply equivalent performance in deployment or on other populations and domains.",
            "Dataset revisions, removals or access restrictions can change over time."
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Proofs

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