Microsoft Research
KOSMOS-2
Multimodal model for grounding language models to vision.
Vision-language groundingImage captioningVisual Question AnsweringOpen-source
Today's score
85.0
Where it ranks today
Best for / Not great for
Best for
- Describing image regions
- Answering questions about images
- Multimodal dialogue systems
- Research in grounded AI
Not great for
- Audio processing
- Generating photorealistic images
- Complex audio-visual reasoning
- Large-scale real-time applications
Why it ranks here
KOSMOS-2 remains a valuable model for tasks requiring strong grounding between visual elements and language. Its open-source availability and focus on multimodal understanding contribute to its continued presence in the field.
30-day trend
Score breakdown
Search trends84
Benchmarks86
Developer buzz87
News mentions84
Pricing
API: $0.00 in · $0.00 out per 1M tokens · Consumer: $0.00/mo
Pricing plans
Popular
Open Source
Access model weights for research.
Free
- Grounding capabilities
- Image captioning
- VQA support
- Requires integration