MT
ENT-00000714 · Research System

MT-Bench

MT-Bench is a research system associated with LMSYS, classified in LXKeys.world as AI Research / Specialized System.

Level IV ConnectedActiveDocumented
Human record

Overview

MT-Bench is documented as a research system, benchmark, dataset or scientific AI record associated with LMSYS. It is relevant for benchmark for multi-turn conversational evaluation. The record helps situate evaluation, discovery, training evidence or scientific capability in the registry graph.

Timeline

  1. 2023Initial research publication or demonstration

    MT-Bench entered the documented public record in 2023. This event is retained at the precision supported by the Entry’s reviewed source history.

Capabilities

Research evaluation or discoveryScientific or benchmark utilityStructured evidence generationModel or system analysis

Known limitations

Capabilities vary by release, deployment setting and evaluation method.Operational details may differ across hosted APIs, open releases or downstream integrations.
Technical and structured detail

Technical description

Structured LXKeys.world registry record for MT-Bench. Entity type: Research System; classification: AI Research / Specialized System; creator/organization context: LMSYS. Canonical source anchor: https://github.com/lm-sys/FastChat/tree/main/fastchat/llm_judge. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Controlled tags

LMSYSResearch SystemResearchmulti-turn
Relationship graph

MT-Bench

Open in full graph
MT-Bench
Associated OrganizationOutgoing
LMSYS

LMSYS is the organization or ecosystem associated with MT-Bench.

Machine readable layer

Structured entry data for human tools, AI systems and machine clients.

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    "@type": "Thing",
    "identifier": "ENT-00000714",
    "name": "MT-Bench",
    "alternateName": [],
    "additionalType": {
        "category": "Methods and Research",
        "type": "Research System",
        "subtype": "",
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    "description": "MT-Bench is a research system associated with LMSYS, classified in LXKeys.world as AI Research / Specialized System.",
    "creator": "LMSYS",
    "url": "https://lxkeys.world/entry.php?id=ENT-00000714&lang=en",
    "sameAs": "https://github.com/lm-sys/FastChat/tree/main/fastchat/llm_judge",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00000714",
        "kind": "Methods and Research",
        "type": "Research System",
        "subtype": "",
        "classification": "AI Research / Specialized System",
        "organization": "LMSYS",
        "originContext": "Benchmark",
        "firstPublicAppearance": "2023",
        "currentStatus": "Active",
        "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": "2026-06-16T23:59:02+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:02+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
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        "facts": [],
        "capabilities": [
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            "Scientific or benchmark utility",
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            "Operational details may differ across hosted APIs, open releases or downstream integrations."
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        "tags": [
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            "Research System",
            "Research",
            "multi-turn"
        ],
        "timeline": [
            {
                "date": "2023",
                "title": "Initial research publication or demonstration",
                "description": "MT-Bench entered the documented public record in 2023. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://github.com/lm-sys/FastChat/tree/main/fastchat/llm_judge",
                "verification_status": "source_backed_curated_baseline"
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        "relationships": [
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        "sources": [
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                "label": "MT-Bench official reference",
                "url": "https://github.com/lm-sys/FastChat/tree/main/fastchat/llm_judge",
                "source_type": "Official Documentation",
                "verification_status": "verified",
                "authority": "TRUSTED_PRIMARY",
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                "update_enabled": false,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
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        "canonical": [],
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}
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