AD
ENT-00001696 · Dataset

ADE20K

ADE20K is a dataset associated with MIT, classified in LXKeys.world as AI Dataset.

Level IV ConnectedActiveDocumented
Human record

Overview

ADE20K is a documented AI dataset or benchmark associated with MIT. 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. 2017Initial dataset release

    ADE20K entered the documented public record in 2017. This event is retained at the precision supported by the Entry’s reviewed source history.

Capabilities

Data resourceEvaluation supportResearch 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 ADE20K. Entity type: Dataset; classification: AI Dataset; creator/organization context: MIT CSAIL. Canonical source anchor: https://groups.csail.mit.edu/vision/datasets/ADE20K/. 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

DatasetBenchmarkEvaluation
Relationship graph

ADE20K

Open in full graph
ADE20K
Published byOutgoing
MIT

ADE20K is associated with MIT through its documented source context.

Machine readable layer

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

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    "identifier": "ENT-00001696",
    "name": "ADE20K",
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    "creator": "MIT CSAIL",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001696&lang=en",
    "sameAs": "https://groups.csail.mit.edu/vision/datasets/ADE20K/",
    "image": "",
    "lxkeysWorld": {
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        "kind": "Data and Evaluation",
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        "classification": "AI Dataset",
        "organization": "MIT",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2017",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV Connected"
        },
        "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",
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        "capabilities": [
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            "Evaluation support",
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        "limitations": [
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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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            "Benchmark",
            "Evaluation"
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                "date": "2017",
                "title": "Initial dataset release",
                "description": "ADE20K entered the documented public record in 2017. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://groups.csail.mit.edu/vision/datasets/ADE20K/",
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        "sources": [
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                "authority_basis": "curated-corpus-refresh-2026-09-08"
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