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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

44
general
58
coding
88
reasoning
66
science
80
agents
70
multimodal

排行榜排名

領域#排名分數來源
智慧體能力模型榜128
34.0
LS
程式碼能力榜67
78.0
AA
通用能力榜42
81.0
AA
多模態榜8
65.0
LS
科學能力39
84.0
AA

基準測試分數 (LLM Stats)

(LLM Stats (zeroeval))

Agents

DeepSearchQA74.8%自報
Terminal-Bench 2.0Stanford × Laude Institute (2026)59.0%自報
SWE-Bench ProPrinceton NLP (2024)52.4%自報

Biology

GPQANYU + Cohere + Anthropic (2023)89.5%自報

Code

LiveCodeBench Pro0.80 / 3000自報
SWE-Bench Verified77.4%自報

Communication

Tau2 Telecom91.5%自報

General

MMMU-Pro80.4%自報
SimpleVQA0.71 / 100自報

Grounding

ScreenSpot Pro84.1%自報

Healthcare

MedXpertQA78.4%自報
HealthBench Hard42.8%自報

Math

Humanity's Last Exam58.4%自報

Multimodal

CharXiv-R86.4%自報
ZEROBench0.33 / 100自報

Physics

IPhO 202582.6%自報

Reasoning

ERQA64.7%自報
ARC-AGI v242.5%自報
FrontierScience Research38.3%自報

AA 評測指數

(Artificial Analysis)
Coding Index(Artificial Analysis)
58.6
Intelligence Index(Artificial Analysis)
44.3
Tau2(Sierra + U Toronto + Vector Institute (2025))
0.9
Gpqa(NYU + Cohere + Anthropic (2023))
0.9
Lcr(Artificial Analysis)
0.8
Ifbench(Google Research (2023))
0.8
Terminalbench V2 1
0.6
Scicode(UIUC + Argonne National Lab (2024))
0.5
Terminalbench Hard(Stanford × Laude Institute (2026))
0.5
Hle(Center for AI Safety + Scale AI (2025))
0.4

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
Multimodal
70
Reasoning
70
Search
70
Image To Text
70
General
70
Code
70
Vision
70
Math
60
Spatial Reasoning
60
Healthcare
60
Agents
60
Science
40

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