TD
ENT-00001112 · Benchmark

TREC Deep Learning Track

TREC Deep Learning Track is a AI benchmark associated with NIST TREC, classified in LXKeys.world as AI Benchmark / Evaluation.

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Vue d’ensemble

TREC Deep Learning Track is a documented neural ir evaluation track 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.

Chronologie

  1. 2019Initial benchmark release

    TREC Deep Learning Track entered the documented public record in 2019. This event is retained at the precision supported by the Entry’s reviewed source history.

Capacités

Evaluation referenceComparable measurementResearch reproducibilityModel documentation support

Limites connues

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

Description technique

Structured reference record for TREC Deep Learning Track. 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.

Tags contrôlés

DatasetEvaluationDocumentationEstablishedBatch 03 Candidate
Graphe relationnel

TREC Deep Learning Track

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TREC Deep Learning Track
Créé ou maintenu parSortante
NIST TREC

TREC Deep Learning Track is associated with NIST TREC.

Couche lisible par machine

Données structurées de l’entrée pour les outils humains, les systèmes IA et les clients machine.

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        }
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    "@type": "Thing",
    "identifier": "ENT-00001112",
    "name": "TREC Deep Learning Track",
    "alternateName": [],
    "additionalType": {
        "category": "Data and Evaluation",
        "type": "Benchmark",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "TREC Deep Learning Track is a AI benchmark associated with NIST TREC, classified in LXKeys.world as AI Benchmark / Evaluation.",
    "creator": "NIST TREC",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001112&lang=fr",
    "sameAs": "https://trec.nist.gov/data/deep.html",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001112",
        "kind": "Data and Evaluation",
        "type": "Benchmark",
        "subtype": "",
        "classification": "AI Benchmark / Evaluation",
        "organization": "NIST TREC",
        "originContext": "AI evaluation and dataset record",
        "firstPublicAppearance": "2019",
        "currentStatus": "Documented",
        "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": "2026-06-16T23:59:14+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:14+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "facts": [],
        "capabilities": [
            "Evaluation reference",
            "Comparable measurement",
            "Research reproducibility",
            "Model documentation support"
        ],
        "limitations": [
            "Benchmark interpretation depends on task design, data quality and contamination controls.",
            "Scores should not be treated as a complete measure of intelligence."
        ],
        "tags": [
            "Dataset",
            "Evaluation",
            "Documentation",
            "Established",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2019",
                "title": "Initial benchmark release",
                "description": "TREC Deep Learning Track entered the documented public record in 2019. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://trec.nist.gov/data/deep.html",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "NIST TREC",
                "type": "Created or maintained by",
                "description": "TREC Deep Learning Track is associated with NIST TREC.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "TREC Deep Learning Track public reference",
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                "source_type": "Primary or Research Source",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
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