DeepSeek VL2 Small
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
16.0B
Context Length
164K
Modalities
text
Capability Radar
60
general
0
coding
60
reasoning
43
scienceest.
0
agents
0
multimodal
Science uses a reasoning proxy when dedicated science benchmarks are unavailable.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Multimodal Ranking | 48 | 75.0 | LS |
Benchmark Scores (LLM Stats)
General
MMT-Bench
62.9%SR
MMStar
57.0%SR
MMMU
48.0%SR
Image To Text
DocVQA
92.3%SR
TextVQA
83.4%SR
OCRBench
83.4%SR
Math
MathVista
60.7%SR
Multimodal
ChartQA
84.5%SR
MMBench
80.3%SR
AI2D
80.0%SR
MMBench-V1.1
79.3%SR
InfoVQA
75.8%SR
MME
21.2%SR
Spatial Reasoning
RealWorldQA
65.4%SR
AA Evaluation Indices
No AA evaluation data available
LLM Stats Category Scores
Image To Text90
Spatial Reasoning70
Vision70
Multimodal70
General60
Math60
Reasoning60
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