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Qwen3 VL 8B (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.

发布日期
2025-10-14
参数规模
9.0B
上下文长度
131K
支持模态
image, text

能力雷达图

32
general
20
coding
35
reasoning
34
science估算
60
agents
100
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72
51.0
LS
代码能力榜309
24.0
AA
通用能力榜288
38.0
AA
数学推理261
31.0
AA
多模态榜46
75.0
LS
推理能力76
54.0
LS
科学能力333
33.0
AA

基准测试分数 (LLM Stats)

3d

BLINK68.7%自报

Agents

BFCL-v363.0%自报
OSWorld33.9%自报

Biology

GPQA69.9%自报

Chemistry

SuperGPQA51.2%自报

Communication

MM-MT-Bench8.00 / 100自报
WritingBench85.5%自报
Multi-IF75.1%自报

Creativity

Creative Writing v382.4%自报
Arena-Hard v251.1%自报

Factuality

SimpleQA49.6%自报

Finance

MMLU85.2%自报
MMLU-Pro77.3%自报
MMLU-ProX70.7%自报

General

MMLU-Redux88.8%自报
IFEval83.2%自报
MMStar75.3%自报
MLVU-M75.1%自报
MMMU (val)74.1%自报
LiveBench 2024112569.8%自报
Include69.5%自报
MMMU-Pro60.4%自报
LiveCodeBench v658.6%自报

Grounding

ScreenSpot93.6%自报
ScreenSpot Pro46.6%自报

Healthcare

VideoMMMU72.8%自报

Image To Text

OCRBench81.9%自报
OCRBench-V2 (en)63.9%自报
OCRBench-V2 (zh)59.2%自报

Language

CharadesSTA59.9%自报

Long Context

LVBench55.8%自报

Math

MathVista-Mini81.4%自报
AIME 202580.3%自报
MathVision62.7%自报
HMMT2560.6%自报
PolyMATH47.5%自报

Multimodal

DocVQAtest95.3%自报
MMBench-V1.187.5%自报
InfoVQAtest86.0%自报
CharXiv-D85.9%自报
AI2D84.9%自报
MuirBench76.8%自报
CC-OCR76.3%自报
Video-MME71.8%自报
MVBench69.0%自报
CharXiv-R53.0%自报

Reasoning

Hallusion Bench65.4%自报
ERQA46.8%自报

Spatial Reasoning

RealWorldQA73.5%自报

Vision

ODinW39.8%自报

AA 评测指数

Math Index
30.7
Intelligence Index
16.7
Coding Index
9.8
Mmlu Pro
0.7
Gpqa
0.6
Ifbench
0.4
Livecodebench
0.4
Lcr
0.3
Aime 25
0.3
Tau2
0.2
Scicode
0.2
Terminalbench Hard
0.0
Hle
0.0

LLM Stats 分类评分

Communication
3
Multimodal
100
Structured Output
80
Text-to-image
80
Instruction Following
80
Language
80
Vision
70
Writing
70
3d
70
Biology
70
Creativity
70
Finance
70
General
70
Grounding
70
Healthcare
70
Image To Text
70
Legal
70
Math
70
Reasoning
70
Spatial Reasoning
60
Tool Calling
60
Video
60
Chemistry
60
Long Context
60
Physics
60
Agents
50
Economics
50
Factuality
50

定价

输入价格$0.18 / 1M tokens
输出价格$2.1 / 1M tokens
混合价格(3:1)$0.66 / 1M tokens

速度

Tokens/秒135.7 tokens/s
首Token延迟1.12s
首回答延迟15.86s

可用提供商

(LS 内部计价单位)
提供商输入价格输出价格
DeepInfra180K2.1M

外部链接