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Qwen3 VL 32B Instruct

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

34
general
30
coding
68
reasoning
42
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56
55.0
LS
代码能力榜248
33.0
AA
通用能力榜269
40.0
AA
数学推理124
69.0
AA
多模态榜35
78.0
LS
推理能力73
55.0
LS
科学能力239
44.0
AA

基準測試分數 (LLM Stats)

3d

BLINK67.3%自報

Agents

BFCL-v370.2%自報
OSWorld32.6%自報

Biology

GPQA68.9%自報

Chemistry

SuperGPQA54.6%自報

Communication

MM-MT-Bench8.40 / 100自報
WritingBench82.9%自報
Multi-IF72.0%自報

Creativity

Creative Writing v385.6%自報
Arena-Hard v264.7%自報

Finance

MMLU86.4%自報
MMLU-Pro78.6%自報
MMLU-ProX73.4%自報

General

MMLU-Redux89.8%自報
IFEval84.7%自報
MLVU-M82.1%自報
MMStar77.7%自報
MMMU (val)76.0%自報
Include74.0%自報
LiveBench 2024112572.2%自報
MMMU-Pro65.3%自報
LiveCodeBench v643.8%自報

Grounding

ScreenSpot95.8%自報
ScreenSpot Pro57.9%自報

Image To Text

OCRBench89.5%自報
OCRBench-V2 (en)67.4%自報
OCRBench-V2 (zh)59.2%自報

Language

CharadesSTA61.2%自報

Long Context

LVBench63.8%自報

Math

MathVista-Mini83.8%自報
AIME 202566.2%自報
MathVision63.4%自報
PolyMATH40.5%自報

Multimodal

DocVQAtest96.9%自報
CharXiv-D90.5%自報
AI2D89.5%自報
InfoVQAtest87.0%自報
CC-OCR80.3%自報
MVBench72.8%自報
MuirBench72.8%自報
CharXiv-R62.8%自報

Reasoning

Hallusion Bench63.8%自報
ERQA48.8%自報

Spatial Reasoning

RealWorldQA79.0%自報

Vision

ODinW46.6%自報

AA 評測指數

Math Index
68.3
Intelligence Index
17.2
Coding Index
15.6
Mmlu Pro
0.8
Aime 25
0.7
Gpqa
0.7
Livecodebench
0.5
Ifbench
0.4
Lcr
0.3
Scicode
0.3
Tau2
0.3
Terminalbench Hard
0.1
Hle
0.1

LLM Stats 分類評分

Communication
3
Multimodal
1
Structured Output
80
Text-to-image
80
Writing
80
Creativity
80
Grounding
80
Instruction Following
80
Language
80
Legal
80
Spatial Reasoning
70
Tool Calling
70
Video
70
Vision
70
3d
70
Biology
70
Finance
70
General
70
Healthcare
70
Image To Text
70
Math
70
Reasoning
70
Chemistry
60
Long Context
60
Physics
60
Agents
50
Economics
50

定價

輸入價格$0.7 / 1M tokens
輸出價格$2.8 / 1M tokens
混合價格(3:1)$1.225 / 1M tokens

速度

Tokens/秒78.4 tokens/s
首Token延遲1.23s
首回答延遲1.23s

可用提供商

(LS 內部計價單位)

暫無提供商資料

外部連結