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Taxonomic Retrieval

Benchmarks

Task NameDataset NameSOTA ResultTrend
Text-to-Image RetrievalTaxonomic Retrieval Family level
Top-1 Accuracy53.3
5
Image-to-Text RetrievalTaxonomic Retrieval Family level
Top-1 Accuracy36.9
5
Text-to-Image RetrievalTaxonomic Retrieval Genus level
Top-1 Accuracy90.7
5
Image-to-Text RetrievalTaxonomic Retrieval Genus level
Top-1 Accuracy74.7
5
Average Cross-modal RetrievalTaxonomic Retrieval Family level
Top-1 Accuracy36.4
4
Image-to-Audio RetrievalTaxonomic Retrieval Family level
Top-1 Accuracy38.8
4
Audio-to-Image RetrievalTaxonomic Retrieval Family level
Top 1 Accuracy32.8
4
Text-to-Audio RetrievalTaxonomic Retrieval Family level
Top-1 Accuracy37.1
4
Audio-to-Text RetrievalTaxonomic Retrieval Family level
Top 1 Accuracy19.2
4
Average Cross-modal RetrievalTaxonomic Retrieval Genus level
Top-1 Accuracy66
4
Image-to-Audio RetrievalTaxonomic Retrieval Genus level
Top 1 Accuracy48.6
4
Audio-to-Image RetrievalTaxonomic Retrieval Genus level
Top-1 Accuracy43.2
4
Text-to-Audio RetrievalTaxonomic Retrieval Genus level
Top-1 Accuracy84.9
4
Audio-to-Text RetrievalTaxonomic Retrieval Genus level
Top-1 Accuracy53.6
4
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