Q
ENT-00002386 · Dataset / Benchmark

QM9

QM9 is a scientific dataset associated with QM9.

Level V — PersistentActiveDocumented
Human readable record

Overview

QM9 is a data or evaluation resource used in artificial intelligence research. It is associated with QM9 and is documented as quantum chemistry dataset of small molecules.

Timeline

  1. 2014Public release or publication

    QM9 appears in public documentation or research records associated with QM9.

Capabilities

Evaluation resource for AI systemsDataset or benchmark documentationMachine-learning task referenceSource-linked registry metadataRelationship graph compatibility

Known limitations

Coverage and licensing should be interpreted through the linked source record.Benchmark scores or dataset contents can evolve over time through external updates.
Technical and registry detail

Technical description

Structured dataset or benchmark record for QM9. The technical layer identifies the resource category, originating organization, public source, evaluation context, related machine-learning tasks and registry-safe metadata.

Controlled tags

Scientific AIDatasetChemistryScientific Dataset
Relationship graph
QM9
CreatorQM9 authors

QM9 authors is documented as creator, contributor or originating team for QM9.

Associated organizationQM9

QM9 is the organization or institutional context associated with QM9.

ClassificationScientific Dataset

QM9 is classified as Scientific Dataset.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002386",
    "name": "QM9",
    "alternateName": [],
    "additionalType": "Dataset / Benchmark",
    "description": "QM9 is a scientific dataset associated with QM9.",
    "creator": "QM9 authors",
    "url": "entity.php?id=ENT-00002386",
    "sameAs": "https://paperswithcode.com/dataset/qm9",
    "lxkeysWorld": {
        "classification": "Scientific Dataset",
        "organization": "QM9",
        "originContext": "AI data and evaluation infrastructure",
        "firstPublicAppearance": "2014",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 88,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 25,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:33:48+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:33:48+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:33:48+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "Evaluation resource for AI systems",
            "Dataset or benchmark documentation",
            "Machine-learning task reference",
            "Source-linked registry metadata",
            "Relationship graph compatibility"
        ],
        "limitations": [
            "Coverage and licensing should be interpreted through the linked source record.",
            "Benchmark scores or dataset contents can evolve over time through external updates."
        ],
        "tags": [
            "Scientific AI",
            "Dataset",
            "Chemistry",
            "Scientific Dataset"
        ],
        "timeline": [
            {
                "date": "2014",
                "title": "Public release or publication",
                "description": "QM9 appears in public documentation or research records associated with QM9."
            }
        ],
        "relationships": [
            {
                "target": "QM9 authors",
                "type": "Creator",
                "description": "QM9 authors is documented as creator, contributor or originating team for QM9.",
                "evidence_level": "documentary"
            },
            {
                "target": "QM9",
                "type": "Associated organization",
                "description": "QM9 is the organization or institutional context associated with QM9.",
                "evidence_level": "documentary"
            },
            {
                "target": "Scientific Dataset",
                "type": "Classification",
                "description": "QM9 is classified as Scientific Dataset.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://paperswithcode.com/dataset/qm9",
                "source_type": "Reference Source",
                "verification_status": "verified"
            }
        ]
    }
}
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