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Image Retrieval On Flickr30K

Metrics

Recall@1
Recall@10
Recall@5

Results

Performance results of various models on this benchmark

Model Name
Recall@1
Recall@10
Recall@5
Paper TitleRepository
HADA81.3698.0295.94HADA: A Graph-based Amalgamation Framework in Image-text Retrieval
LGSGM57.490.284.1A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval
BLIP-2 ViT-L (zero-shot, 1K test set)88.698.997.6BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
MaMMUT (ours)82.59896MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks
VisualSparta57.488.182.0VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words
ALBEF79.7697.7295.3HADA: A Graph-based Amalgamation Framework in Image-text Retrieval
UNITER75.5696.7694.08HADA: A Graph-based Amalgamation Framework in Image-text Retrieval
BLIP-2 ViT-G (zero-shot, 1K test set)89.798.998.1BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
GSMN-8982.3A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval
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Image Retrieval On Flickr30K | SOTA | HyperAI