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Qwen3 VL 8B Instruct

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

説明

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.

リリース日
2025-10-14
パラメータ
9.0B
コンテキスト長
131K
モダリティ
image, text, video

能力レーダー

29
general
17
coding
30
reasoning
26
science推定
70
agents
100
multimodal

専門的な科学ベンチマークが利用できない場合、Scienceは推論プロキシを使用して推定します。

ランキング

ドメイン#順位スコアソース
Agents & Tools64
53.0
LS
Code Ranking369
17.0
AA
General Ranking332
34.0
AA
Math Reasoning274
28.0
AA
Multimodal Ranking50
74.0
LS
Reasoning83
52.0
LS
Science400
24.0
AA

ベンチマークスコア (LLM Stats)

3d

BLINK69.1%自己申告

Agents

BFCL-v366.3%自己申告
OSWorld33.9%自己申告

Chemistry

SuperGPQA44.5%自己申告

Communication

MM-MT-Bench7.70 / 100自己申告
WritingBench83.1%自己申告
Multi-IF75.1%自己申告

Finance

MMLU80.7%自己申告
MMLU-Pro71.6%自己申告
MMLU-ProX65.4%自己申告

General

MMLU-Redux84.9%自己申告
IFEval83.7%自己申告
MLVU-M78.1%自己申告
MMStar70.9%自己申告
MMMU (val)69.6%自己申告
Include67.0%自己申告
LiveBench 2024112562.0%自己申告
MMMU-Pro55.9%自己申告
LiveCodeBench v639.3%自己申告

Grounding

ScreenSpot94.4%自己申告
ScreenSpot Pro54.6%自己申告

Healthcare

VideoMMMU65.3%自己申告

Image To Text

OCRBench89.6%自己申告
OCRBench-V2 (en)65.4%自己申告
OCRBench-V2 (zh)61.2%自己申告

Language

CharadesSTA56.0%自己申告

Long Context

LVBench58.0%自己申告

Math

MathVista-Mini77.2%自己申告
MathVision53.9%自己申告
AIME 202545.9%自己申告
HMMT2532.5%自己申告
PolyMATH30.4%自己申告

Multimodal

DocVQAtest96.1%自己申告
AI2D85.7%自己申告
MMBench-V1.185.0%自己申告
InfoVQAtest83.1%自己申告
CharXiv-D83.0%自己申告
CC-OCR79.9%自己申告
Video-MME71.4%自己申告
MVBench68.7%自己申告
MuirBench64.4%自己申告
CharXiv-R46.4%自己申告

Reasoning

Hallusion Bench61.1%自己申告
ERQA45.8%自己申告

Spatial Reasoning

RealWorldQA71.5%自己申告

Vision

ODinW44.7%自己申告

AA評価指数

Math Index
27.3
Intelligence Index
14.3
Coding Index
7.3
Mmlu Pro
0.7
Gpqa
0.4
Livecodebench
0.3
Ifbench
0.3
Tau2
0.3
Aime 25
0.3
Scicode
0.2
Lcr
0.2
Hle
0.0
Terminalbench Hard
0.0

LLM Statsカテゴリスコア

Communication
3
Multimodal
100
Structured Output
80
Text-to-image
80
Writing
80
Creativity
80
Instruction Following
80
Tool Calling
70
Vision
70
3d
70
Finance
70
Grounding
70
Healthcare
70
Image To Text
70
Language
70
Legal
70
Spatial Reasoning
60
Video
60
General
60
Long Context
60
Math
60
Reasoning
60
Agents
50
Chemistry
40
Economics
40
Physics
40

価格設定

入力価格$0.18 / 1M tokens
出力価格$0.7 / 1M tokens
混合価格(3:1)$0.31 / 1M tokens

速度

トークン/秒147.0 tokens/s
初トークン遅延1.00s
初回答遅延1.00s

利用可能なプロバイダー

(LS内部単位)
プロバイダー入力価格出力価格
Novita80K500K
DeepInfra180K690K

外部リンク