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Qwen3 VL 4B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Description

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.

Date de sortie
2025-10-14
Paramètres
4.0B
Longueur du contexte
1.0M
Modalités
image, text

Radar de capacités

29
general
17
coding
30
reasoning
29
scienceest.
70
agents
100
multimodal

Science utilise un proxy de raisonnement lorsque les benchmarks scientifiques dédiés ne sont pas disponibles.

Classements

Domaine#RangScoreSource
Agents & Tools65
53.0
LS
Code Ranking370
17.0
AA
General Ranking353
32.0
AA
Math Reasoning285
26.0
AA
Multimodal Ranking51
74.0
LS
Reasoning77
54.0
LS
Science378
28.0
AA

Scores de benchmarks (LLM Stats)

3d

BLINK63.4%Aut.

Agents

BFCL-v367.3%Aut.
OSWorld31.4%Aut.

Biology

GPQA64.1%Aut.

Chemistry

SuperGPQA46.8%Aut.

Communication

MM-MT-Bench7.70 / 100Aut.
WritingBench84.0%Aut.
Multi-IF73.6%Aut.

Creativity

Creative Writing v376.1%Aut.
Arena-Hard v236.8%Aut.

Finance

MMLU81.5%Aut.
MMLU-Pro73.6%Aut.
MMLU-ProX65.0%Aut.

General

MMLU-Redux86.0%Aut.
IFEval82.6%Aut.
MLVU-M75.7%Aut.
MMStar73.2%Aut.
MMMU (val)70.8%Aut.
LiveBench 2024112568.4%Aut.
Include64.6%Aut.
MMMU-Pro57.0%Aut.
LiveCodeBench v651.3%Aut.

Grounding

ScreenSpot92.9%Aut.
ScreenSpot Pro49.2%Aut.

Healthcare

VideoMMMU69.4%Aut.

Image To Text

OCRBench80.8%Aut.
OCRBench-V2 (en)61.8%Aut.
OCRBench-V2 (zh)55.8%Aut.

Language

CharadesSTA59.0%Aut.

Long Context

LVBench53.5%Aut.

Math

MathVista-Mini79.5%Aut.
AIME 202574.5%Aut.
MathVision60.0%Aut.
HMMT2553.1%Aut.
PolyMATH44.6%Aut.

Multimodal

DocVQAtest94.2%Aut.
MMBench-V1.186.7%Aut.
AI2D84.9%Aut.
CharXiv-D83.9%Aut.
InfoVQAtest83.0%Aut.
MuirBench75.0%Aut.
CC-OCR73.8%Aut.
MVBench69.3%Aut.
CharXiv-R50.3%Aut.

Reasoning

Hallusion Bench64.1%Aut.
ERQA47.3%Aut.

Spatial Reasoning

RealWorldQA73.2%Aut.

Vision

ODinW39.4%Aut.

Indices d'évaluation AA

Math Index
25.7
Intelligence Index
13.7
Coding Index
6.7
Mmlu Pro
0.7
Gpqa
0.5
Ifbench
0.4
Livecodebench
0.3
Aime 25
0.3
Lcr
0.2
Scicode
0.2
Tau2
0.2
Hle
0.0
Terminalbench Hard
0.0

Scores par catégorie LLM Stats

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

Tarification

Prix d'entréeGratuit
Prix de sortieGratuit
Prix mixte (3:1)Gratuit

Vitesse

Tokens/sec0.0 tokens/s
Délai du premier token0.00s
Temps de réponse0.00s

Fournisseurs disponibles

(Unités internes LS)
FournisseurPrix d'entréePrix de sortie
DeepInfra100K1.0M

Sources externes