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5 months ago

Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders

Nicola Messina Giuseppe Amato Andrea Esuli Fabrizio Falchi Claudio Gennaro Stéphane Marchand-Maillet

Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders

Abstract

Code Repositories

mesnico/TERAN
Official
pytorch
Mentioned in GitHub

Benchmarks

BenchmarkMethodologyMetrics
image-retrieval-on-flickr30k-1k-testTERAN MrSw
R@1: 56.5
R@10: 88.2
R@5: 81.2
image-retrieval-on-flickr30k-1k-testTERAN Symm.
R@1: 55.7
R@10: 89.3
R@5: 83.1

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Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders | Papers | HyperAI