DeepSeek VL2
DeepSeekDeepSeekOpen Weightdeepseek
Description
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.
Release Date
2024-12-13
Parameters
27.0B
Context Length
164K
Modalities
image, text
Capability Radar
60
general
0
coding
60
reasoning
43
scienceest.
0
agents
90
multimodal
Science uses a reasoning proxy when dedicated science benchmarks are unavailable.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Multimodal Ranking | 42 | 76.0 | LS |
Benchmark Scores (LLM Stats)
General
MMT-Bench
63.6%SR
MMStar
61.3%SR
MMMU
51.1%SR
Image To Text
DocVQA
93.3%SR
TextVQA
84.2%SR
OCRBench
81.1%SR
Math
MathVista
62.8%SR
Multimodal
ChartQA
86.0%SR
AI2D
81.4%SR
MMBench
79.6%SR
MMBench-V1.1
79.2%SR
InfoVQA
78.1%SR
MME
22.5%SR
Spatial Reasoning
RealWorldQA
68.4%SR
AA Evaluation Indices
No AA evaluation data available
LLM Stats Category Scores
Image To Text90
Spatial Reasoning70
Vision70
Multimodal70
Reasoning70
General60
Math60
Healthcare50
Pricing
Input Price$0.32 / 1M tokens
Output Price$0.89 / 1M tokens
Blended Price (3:1)$0.4625 / 1M tokens
Speed
No speed data available
Available Providers
(LS internal units)No provider data available