ENT-00001702 · AI Dataset

STL-10

STL-10 is a image recognition dataset associated with Stanford University.

Level IV — ConnectedActiveDocumented

Human readable record

Overview

STL-10 is a documented AI dataset or benchmark associated with Stanford University. 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

2011STL-10 public documentation anchor
STL-10 appears in public documentation or stable reference sources as a image recognition dataset associated with Stanford University.

Capabilities

Data resourceEvaluation supportResearch reference

Known limitations

The record describes the public identity and documented role of the entity, not private implementation details.Capabilities depend on version, deployment context, access conditions and the available public documentation.

Technical and registry detail

Technical description

Structured record for STL-10. The technical layer identifies entity type, classification, creator or organization, public source anchors, timeline entry, capabilities, limitations, registry status and graph relationships. Source anchor: https://cs.stanford.edu/~acoates/stl10/.

Controlled tags

DatasetBenchmarkEvaluation

Relationship graph

STL-10

Published byStanford University

STL-10 is associated with Stanford University through its documented source context.

Machine readable layer

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

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    "identifier": "ENT-00001702",
    "name": "STL-10",
    "alternateName": [],
    "additionalType": "AI Dataset",
    "description": "STL-10 is a image recognition dataset associated with Stanford University.",
    "creator": "Stanford University",
    "url": "entity.php?id=ENT-00001702",
    "sameAs": "https://cs.stanford.edu/~acoates/stl10/",
    "lxkeysWorld": {
        "classification": "image recognition dataset",
        "organization": "Stanford University",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2011",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
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            "documentation": 25,
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            "structure": 25,
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        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:28+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:28+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:28+00:00",
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        },
        "capabilities": [
            "Data resource",
            "Evaluation support",
            "Research reference"
        ],
        "limitations": [
            "The record describes the public identity and documented role of the entity, not private implementation details.",
            "Capabilities depend on version, deployment context, access conditions and the available public documentation."
        ],
        "tags": [
            "Dataset",
            "Benchmark",
            "Evaluation"
        ],
        "timeline": [
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                "date": "2011",
                "title": "STL-10 public documentation anchor",
                "description": "STL-10 appears in public documentation or stable reference sources as a image recognition dataset associated with Stanford University."
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        "sources": [
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                "label": "Official dataset or benchmark reference",
                "url": "https://cs.stanford.edu/~acoates/stl10/",
                "source_type": "Official Documentation",
                "verification_status": "verified"
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}

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