ENT-00002387 · Dataset / Benchmark

MoleculeNet

MoleculeNet is a scientific benchmark associated with Stanford University.

Level V — PersistentActiveDocumented

Human readable record

Overview

MoleculeNet is a data or evaluation resource used in artificial intelligence research. It is associated with Stanford University and is documented as benchmark suite for molecular machine learning.

Timeline

2018Public release or publication
MoleculeNet appears in public documentation or research records associated with Stanford University.

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 MoleculeNet. The technical layer identifies the resource category, originating organization, public source, evaluation context, related machine-learning tasks and registry-safe metadata.

Controlled tags

Scientific AIBenchmarkChemistryScientific Benchmark

Relationship graph

MoleculeNet

Associated organizationStanford University

Stanford University is the organization or institutional context associated with MoleculeNet.

ClassificationScientific Benchmark

MoleculeNet is classified as Scientific Benchmark.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002387",
    "name": "MoleculeNet",
    "alternateName": [],
    "additionalType": "Dataset / Benchmark",
    "description": "MoleculeNet is a scientific benchmark associated with Stanford University.",
    "creator": "Stanford University",
    "url": "entity.php?id=ENT-00002387",
    "sameAs": "https://moleculenet.org",
    "lxkeysWorld": {
        "classification": "Scientific Benchmark",
        "organization": "Stanford University",
        "originContext": "AI data and evaluation infrastructure",
        "firstPublicAppearance": "2018",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "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",
            "Benchmark",
            "Chemistry",
            "Scientific Benchmark"
        ],
        "timeline": [
            {
                "date": "2018",
                "title": "Public release or publication",
                "description": "MoleculeNet appears in public documentation or research records associated with Stanford University."
            }
        ],
        "relationships": [
            {
                "target": "Stanford University",
                "type": "Associated organization",
                "description": "Stanford University is the organization or institutional context associated with MoleculeNet.",
                "evidence_level": "documentary"
            },
            {
                "target": "Scientific Benchmark",
                "type": "Classification",
                "description": "MoleculeNet is classified as Scientific Benchmark.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://moleculenet.org",
                "source_type": "Reference Source",
                "verification_status": "verified"
            }
        ]
    }
}

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