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DeepSeek VL2

DeepSeekDeepSeek开源权重deepseek

描述

An advanced series of large Mixture-of-Experts (MoE) Vision-Language Models that significantly improves upon its predecessor, DeepSeek-VL. DeepSeek-VL2 demonstrates superior capabilities across various tasks, including but not limited to visual question answering, optical character recognition, document/table/chart understanding, and visual grounding.

发布日期
2024-12-13
参数规模
27.0B
上下文长度
支持模态
image, text

能力雷达图

70
general
0
coding
60
reasoning
43
science估算
42
agents
90
multimodal

缺少专门科学评测时,Science 由 LLM Stats 科学得分或推理能力估算。

排行榜排名

领域#排名分数来源
多模态榜79
28.0
LS

基准测试分数 (LLM Stats)

(LLM Stats (zeroeval))

General

MMT-Bench63.6%自报
MMStar61.3%自报
MMMU51.1%自报

Image To Text

DocVQADocVQA (2020)93.3%自报
TextVQA84.2%自报
OCRBench81.1%自报

Math

MathVista62.8%自报

Multimodal

ChartQAMasry et al. (2022)86.0%自报
AI2D81.4%自报
MMBench79.6%自报
MMBench-V1.179.2%自报
InfoVQA78.1%自报
MME22.5%自报

Spatial Reasoning

RealWorldQA68.4%自报

AA 评测指数

(Artificial Analysis)

暂无 AA 评测数据

LLM Stats 分类评分

(LLM Stats (zeroeval))
Image To Text
90
Multimodal
70
Reasoning
70
Spatial Reasoning
70
General
70
Vision
70
Math
60
Healthcare
50

定价

暂无定价数据

速度

暂无速度数据

供应商价格排行

暂无提供商数据

外部链接