SL
ENT-00001084 · Evaluation System

SWE-bench Live

SWE-bench Live is a live software engineering benchmark associated with SWE-bench researchers.

Level IV — ConnectedActiveConnected
Human readable record

Overview

SWE-bench Live is a documented live software engineering benchmark 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.

Timeline

  1. 2025SWE-bench Live public release or documentation

    SWE-bench Live appears in public documentation as a live software engineering benchmark associated with SWE-bench researchers.

Capabilities

Evaluation referenceComparable measurementResearch reproducibilityModel documentation support

Known limitations

Benchmark interpretation depends on task design, data quality and contamination controls.Scores should not be treated as a complete measure of intelligence.
Technical and registry detail

Technical description

Structured reference record for SWE-bench Live. 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.

Controlled tags

BenchmarkEvaluationDocumentationBatch 03 Candidate
Relationship graph
SWE-bench Live
Created or maintained bySWE-bench researchers

SWE-bench Live is associated with SWE-bench researchers.

Machine readable layer

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

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    "@context": "https://schema.org",
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    "identifier": "ENT-00001084",
    "name": "SWE-bench Live",
    "alternateName": [],
    "additionalType": "Evaluation System",
    "description": "SWE-bench Live is a live software engineering benchmark associated with SWE-bench researchers.",
    "creator": "SWE-bench researchers",
    "url": "entity.php?id=ENT-00001084",
    "sameAs": "https://arxiv.org/abs/2505.23419",
    "lxkeysWorld": {
        "classification": "Live software engineering benchmark",
        "organization": "SWE-bench researchers",
        "originContext": "AI evaluation and dataset record",
        "firstPublicAppearance": "2025",
        "currentStatus": "Active",
        "registryStatus": "Connected",
        "spatiumIndex": {
            "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",
            "reviewed_utc": "2026-06-16T23:59:14+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "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": [
            "Benchmark",
            "Evaluation",
            "Documentation",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2025",
                "title": "SWE-bench Live public release or documentation",
                "description": "SWE-bench Live appears in public documentation as a live software engineering benchmark associated with SWE-bench researchers."
            }
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                "type": "Created or maintained by",
                "description": "SWE-bench Live is associated with SWE-bench researchers.",
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            }
        ],
        "sources": [
            {
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                "source_type": "Primary or Research Source",
                "verification_status": "verified"
            }
        ]
    }
}
Proof and discussion layer

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