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
70
general
0
coding
60
reasoning
43
scienceest.
42
agents
90
multimodal
Science is estimated from LLM Stats science scores or reasoning when no dedicated science benchmarks are available.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Multimodal Ranking | 145 | 21.0 | LS |
Benchmark Scores (LLM Stats)
(LLM Stats (zeroeval))Math
MathVista
62.8%SR
Multimodal
MMMU
51.1%SR
Reasoning
ChartQAMasry et al. (2022)
86.0%SR
Vision
DocVQADocVQA (2020)
93.3%SR
TextVQA
84.2%SR
AI2D
81.4%SR
OCRBench
81.1%SR
MMBench
79.6%SR
MMBench-V1.1
79.2%SR
InfoVQA
78.1%SR
RealWorldQA
68.4%SR
MMT-Bench
63.6%SR
MMStar
61.3%SR
MME
22.5%SR
AA Evaluation Indices
(Artificial Analysis)No AA evaluation data available
LLM Stats Category Scores
(LLM Stats (zeroeval))Image To Text90
Multimodal70
Reasoning70
Spatial Reasoning70
General70
Vision70
Math60
Healthcare50
Pricing
Input Price$0.2574 / 1M tokens
Output Price$1.0287 / 1M tokens
Blended Price (3:1)$0.45023 / 1M tokens
Speed
No speed data available
Provider Price Ranking
Provider Price Ranking
1 providers
ProviderInputOutput
1DeepSeekPRIMARY
$0.2574
$1.0287
Compare pricing across different API providers for this model.