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Muse Spark

MetaProprietary

描述

Muse Spark is the first model in the Muse family developed by Meta Superintelligence Labs. It is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration. It features a Contemplating mode that orchestrates multiple agents reasoning in parallel. It demonstrates competitive performance in multimodal perception, reasoning, health, and agentic tasks, with Contemplating mode achieving 58% on Humanity's Last Exam and 38% on FrontierScience Research.

發布日期
2026-04-08
參數規模
—
上下文長度
—
支援模態
—

能力雷達圖

33
general
59
coding
88
reasoning
74
science
80
agents
70
multimodal

排行榜排名

領域#排名分數來源
程式碼能力榜143
75.0
AA
通用能力榜60
72.0
AA
多模態榜12
66.0
LS
科學能力67
79.0
AA

基準測試分數 (LLM Stats)

(LLM Stats (zeroeval))

Communication

Tau2 Telecom91.5%自報

Healthcare

MedXpertQA78.4%自報
HealthBench Hard42.8%自報

Reasoning

GPQANYU + Cohere + Anthropic (2023)89.5%自報
CharXiv-R86.4%自報
IPhO 202582.6%自報
LiveCodeBench Pro0.80 / 3000自報
SWE-Bench Verified77.4%自報
Terminal-Bench 2.0Stanford × Laude Institute (2026)59.0%自報
Humanity's Last Exam58.4%自報
SWE-Bench ProPrinceton NLP (2024)52.4%自報
ARC-AGI v242.5%自報
FrontierScience Research38.3%自報

Search

DeepSearchQA74.8%自報

Vision

ScreenSpot Pro84.1%自報
MMMU-Pro80.4%自報
SimpleVQA0.71 / 100自報
ERQA64.7%自報
ZEROBench0.33 / 100自報

AA 評測指數

(Artificial Analysis)
Tau2(Sierra + U Toronto + Vector Institute (2025))
91.5
Gpqa(NYU + Cohere + Anthropic (2023))
88.4
Lcr(Artificial Analysis)
78.0
Ifbench(Google Research (2023))
75.9
Terminalbench V2 1
62.2
Coding Index(Artificial Analysis)
58.6
Terminalbench Hard(Stanford × Laude Institute (2026))
45.5
Hle(Center for AI Safety + Scale AI (2025))
40.7
Intelligence Index(Artificial Analysis)
31.3

LLM Stats 分類評分

(LLM Stats (zeroeval))
Physics
90
Biology
90
Chemistry
90
Communication
90
Frontend Development
80
Grounding
80
Tool Calling
80
Image To Text
70
Multimodal
70
Reasoning
70
Search
70
General
70
Code
70
Vision
70
Math
60
Spatial Reasoning
60
Healthcare
60
Agents
60
Science
40

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