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Flamingo: a Visual Language Model for Few-Shot Learning

by DeepMind · free · Last verified 2026-03-17

Introduced Flamingo, a family of visual language models that bridge powerful pretrained vision and language models, enabling few-shot learning on a diverse range of multimodal tasks by training on arbitrarily interleaved sequences of images, video, and text. Flamingo set new few-shot state-of-the-art on 16 benchmarks.

https://arxiv.org/abs/2204.14198
B+
B+Good
Adoption: B+Quality: A+Freshness: B+Citations: AEngagement: F

Specifications

License
Open Access
Pricing
free
Capabilities
visual-question-answering, image-captioning, few-shot-learning, video-understanding
Integrations
Use Cases
few-shot-multimodal-tasks, vqa, image-captioning
API Available
No
Tags
flamingo, multimodal, few-shot, vision-language, deepmind
Added
2026-03-17
Completeness
100%

Index Score

71.8
Adoption
78
Quality
93
Freshness
74
Citations
88
Engagement
0

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