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Qwen3 VL 4B 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.

发布日期
2025-10-14
参数规模
4.0B
上下文长度
支持模态
image, text

能力雷达图

25
general
14
coding
37
reasoning
22
science估算
60
agents
90
multimodal

Science 在缺少专门科学评测时使用推理能力代理估算。

排行榜排名

领域#排名分数来源
智能体与工具76
48.0
LS
代码能力榜404
13.0
AA
通用能力榜385
28.0
AA
数学推理237
37.0
AA
多模态榜56
72.0
LS
推理能力90
48.0
LS
科学能力422
20.0
AA

基准测试分数 (LLM Stats)

3d

BLINK65.8%自报

Agents

BFCL-v363.3%自报
OSWorld26.2%自报

Chemistry

SuperGPQA40.3%自报

Communication

MM-MT-Bench7.50 / 100自报
WritingBench82.5%自报

Factuality

SimpleQA48.0%自报

Finance

MMLU77.2%自报
MMLU-Pro67.1%自报
MMLU-ProX59.4%自报

General

IFEval82.3%自报
MMLU-Redux81.5%自报
MLVU-M75.3%自报
MMStar69.8%自报
MMMU (val)67.4%自报
Include61.4%自报
LiveBench 2024112560.9%自报
MMMU-Pro53.2%自报
LiveCodeBench v637.9%自报

Grounding

ScreenSpot94.0%自报
ScreenSpot Pro59.5%自报

Healthcare

VideoMMMU56.2%自报

Image To Text

OCRBench88.1%自报
OCRBench-V2 (en)63.7%自报
OCRBench-V2 (zh)57.6%自报

Language

CharadesSTA55.5%自报

Long Context

LVBench56.2%自报

Math

MathVista-Mini73.7%自报
MathVision51.6%自报
AIME 202546.6%自报
HMMT2530.7%自报
PolyMATH28.8%自报

Multimodal

DocVQAtest95.3%自报
MMBench-V1.185.1%自报
AI2D84.1%自报
InfoVQAtest80.3%自报
CharXiv-D76.2%自报
CC-OCR76.2%自报
MVBench68.9%自报
MuirBench63.8%自报
CharXiv-R39.7%自报

Reasoning

Hallusion Bench57.6%自报
ERQA41.3%自报

Spatial Reasoning

RealWorldQA70.9%自报

Vision

ODinW48.2%自报

AA 评测指数

Math Index
37.0
Intelligence Index
9.6
Coding Index
4.5
Mmlu Pro
0.6
Gpqa
0.4
Aime 25
0.4
Ifbench
0.3
Livecodebench
0.3
Tau2
0.2
Scicode
0.1
Lcr
0.1
Hle
0.0
Terminalbench Hard
0.0

LLM Stats 分类评分

Communication
4
Multimodal
90
Text-to-image
80
Writing
80
Creativity
80
Grounding
80
Instruction Following
80
Structured Output
70
3d
70
Image To Text
70
Language
70
Legal
70
Spatial Reasoning
60
Tool Calling
60
Video
60
Vision
60
Finance
60
General
60
Healthcare
60
Long Context
60
Math
60
Reasoning
60
Factuality
50
Agents
40
Chemistry
40
Economics
40
Physics
40

定价

输入价格免费
输出价格免费
混合价格(3:1)免费

速度

Tokens/秒0.0 tokens/s
首Token延迟0.00s
首回答延迟0.00s

可用提供商

(LS 内部计价单位)
提供商输入价格输出价格
DeepInfra100K600K

外部链接