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Qwen3 VL 32B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

描述

Qwen3-VL is a large multimodal model that unifies vision, language, and reasoning to achieve human-level perception and cognition across text, images, and video. Built on a 235B-parameter architecture, it integrates early joint training of visual and textual modalities for strong language grounding. The model supports up to a 1 million-token context window and excels at visual understanding, spatial reasoning, long video comprehension, and tool-based interaction. It can generate code from images, perform precise 2D/3D object grounding, and operate digital interfaces like a visual agent. The “Instruct” version rivals Gemini 2.5 Pro in perception benchmarks, while the “Thinking” version leads in multimodal reasoning and STEM tasks. With multilingual OCR, creative writing, and fine-grained scene interpretation, Qwen3-VL establishes a new open-source frontier for integrated vision-language intelligence.

發布日期
2025-10-21
參數規模
33.0B
上下文長度
131K
支援模態
image, text

能力雷達圖

40
general
37
coding
83
reasoning
45
science估算
70
agents
90
multimodal

Science 在缺少專門科學評測時使用推理能力代理估算。

排行榜排名

領域#排名分數來源
智能体与工具37
61.0
LS
代码能力榜188
43.0
AA
通用能力榜173
55.0
AA
数学推理61
86.0
AA
多模态榜29
80.0
LS
推理能力65
58.0
LS
科学能力213
47.0
AA

基準測試分數 (LLM Stats)

3d

BLINK68.5%自報

Agents

BFCL-v371.7%自報
AndroidWorld_SR63.7%自報
OSWorld41.0%自報

Biology

GPQA73.1%自報

Chemistry

SuperGPQA59.0%自報

Communication

MM-MT-Bench8.30 / 100自報
WritingBench86.2%自報
Multi-IF78.0%自報

Creativity

Creative Writing v383.3%自報
Arena-Hard v260.5%自報

Factuality

SimpleQA55.4%自報

Finance

MMLU88.7%自報
MMLU-Pro82.1%自報
MMLU-ProX77.2%自報

General

MMLU-Redux91.9%自報
IFEval87.8%自報
MMStar79.4%自報
MMMU (val)78.1%自報
Include76.3%自報
LiveBench 2024112574.7%自報
MMMU-Pro68.1%自報
LiveCodeBench v665.6%自報

Grounding

ScreenSpot95.7%自報
ScreenSpot Pro57.1%自報

Healthcare

VideoMMMU79.0%自報

Image To Text

OCRBench85.5%自報
OCRBench-V2 (en)68.4%自報
OCRBench-V2 (zh)62.1%自報

Language

CharadesSTA62.8%自報

Long Context

LVBench62.6%自報

Math

MathVista-Mini85.9%自報
AIME 202583.7%自報
MathVision70.2%自報
PolyMATH52.0%自報

Multimodal

DocVQAtest96.1%自報
MMBench-V1.190.8%自報
CharXiv-D90.2%自報
InfoVQAtest89.2%自報
AI2D88.9%自報
MuirBench80.3%自報
VideoMME w/o sub.77.3%自報
MVBench73.2%自報
CharXiv-R65.2%自報

Reasoning

Hallusion Bench67.4%自報
ERQA52.3%自報

Spatial Reasoning

RealWorldQA78.4%自報

AA 評測指數

Math Index
84.7
Intelligence Index
24.7
Coding Index
14.5
Aime 25
0.8
Mmlu Pro
0.8
Livecodebench
0.7
Gpqa
0.7
Ifbench
0.6
Lcr
0.6
Tau2
0.5
Scicode
0.3
Hle
0.1
Terminalbench Hard
0.1

LLM Stats 分類評分

Communication
3
Multimodal
1
Structured Output
80
Writing
80
Creativity
80
Finance
80
Grounding
80
Healthcare
80
Instruction Following
80
Language
80
Legal
80
Math
80
Spatial Reasoning
70
Tool Calling
70
Video
70
Vision
70
3d
70
Biology
70
Chemistry
70
General
70
Image To Text
70
Physics
70
Reasoning
70
Agents
60
Economics
60
Factuality
60
Long Context
60

定價

輸入價格$0.7 / 1M tokens
輸出價格$8.4 / 1M tokens
混合價格(3:1)$2.625 / 1M tokens

速度

Tokens/秒96.8 tokens/s
首Token延遲1.27s
首回答延遲21.93s

可用提供商

(LS 內部計價單位)

暫無提供商資料

外部連結