D
ENT-00002834 · Benchmark

DS-1000

DS-1000 is a code / data reasoning benchmark associated with DS-1000 contributors.

Level V — PersistentActiveDocumented
Human readable record

Overview

DS-1000 is a documented benchmark or dataset used to evaluate code intelligence, program synthesis, debugging, semantic parsing or data reasoning. It is recorded as data science code generation benchmark.

Timeline

  1. 2022Public release or documentation

    DS-1000 appears in public documentation, project records, benchmark descriptions or research references associated with DS-1000 contributors.

Capabilities

Evaluation protocol documentationModel comparison supportTask taxonomy mappingReproducible benchmark anchoringRelationship graph compatibility

Known limitations

Benchmark results can become stale as models improve and evaluation protocols evolve.A benchmark measures a defined task scope rather than complete intelligence.
Technical and registry detail

Technical description

Structured record for DS-1000. The technical layer identifies the entity type, classification, creator or organization, official source anchor, capabilities, limitations, timeline entries and graph relationships without adding internal import events to the public history.

Controlled tags

BenchmarkCode IntelligenceSoftware EngineeringEvaluation
Relationship graph
DS-1000
Associated organizationDS-1000 contributors

DS-1000 contributors is the organization, project community or institutional context associated with DS-1000.

Domain contextCode and data reasoning evaluation

DS-1000 belongs to the Code and data reasoning evaluation layer of the intelligent-entity registry.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002834",
    "name": "DS-1000",
    "alternateName": [],
    "additionalType": "Benchmark",
    "description": "DS-1000 is a code / data reasoning benchmark associated with DS-1000 contributors.",
    "creator": "DS-1000 contributors",
    "url": "entity.php?id=ENT-00002834",
    "sameAs": "https://ds1000-code-gen.github.io/",
    "lxkeysWorld": {
        "classification": "Code / Data Reasoning Benchmark",
        "organization": "DS-1000 contributors",
        "originContext": "Code and data reasoning evaluation",
        "firstPublicAppearance": "2022",
        "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": "2026-06-17T01:48:33+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:48:33+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:48:33+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "Evaluation protocol documentation",
            "Model comparison support",
            "Task taxonomy mapping",
            "Reproducible benchmark anchoring",
            "Relationship graph compatibility"
        ],
        "limitations": [
            "Benchmark results can become stale as models improve and evaluation protocols evolve.",
            "A benchmark measures a defined task scope rather than complete intelligence."
        ],
        "tags": [
            "Benchmark",
            "Code Intelligence",
            "Software Engineering",
            "Evaluation"
        ],
        "timeline": [
            {
                "date": "2022",
                "title": "Public release or documentation",
                "description": "DS-1000 appears in public documentation, project records, benchmark descriptions or research references associated with DS-1000 contributors."
            }
        ],
        "relationships": [
            {
                "target": "DS-1000 contributors",
                "type": "Associated organization",
                "description": "DS-1000 contributors is the organization, project community or institutional context associated with DS-1000.",
                "evidence_level": "documentary"
            },
            {
                "target": "Code and data reasoning evaluation",
                "type": "Domain context",
                "description": "DS-1000 belongs to the Code and data reasoning evaluation layer of the intelligent-entity registry.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official or reference source",
                "url": "https://ds1000-code-gen.github.io/",
                "source_type": "Research Source",
                "verification_status": "verified"
            }
        ]
    }
}
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