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ResearchFormerly WizWand

Taxonomic Retrieval

Benchmarks

TaskDatasetSOTA resultTrendResults

Text-to-Image Retrieval

Taxonomic Retrieval Family level

53.3Top-1 Accuracy

5

Image-to-Text Retrieval

Taxonomic Retrieval Family level

36.9Top-1 Accuracy

5

Text-to-Image Retrieval

Taxonomic Retrieval Genus level

90.7Top-1 Accuracy

5

Image-to-Text Retrieval

Taxonomic Retrieval Genus level

74.7Top-1 Accuracy

5

Average Cross-modal Retrieval

Taxonomic Retrieval Family level

36.4Top-1 Accuracy

4

Image-to-Audio Retrieval

Taxonomic Retrieval Family level

38.8Top-1 Accuracy

4

Audio-to-Image Retrieval

Taxonomic Retrieval Family level

32.8Top 1 Accuracy

4

Text-to-Audio Retrieval

Taxonomic Retrieval Family level

37.1Top-1 Accuracy

4

Audio-to-Text Retrieval

Taxonomic Retrieval Family level

19.2Top 1 Accuracy

4

Average Cross-modal Retrieval

Taxonomic Retrieval Genus level

66Top-1 Accuracy

4

Image-to-Audio Retrieval

Taxonomic Retrieval Genus level

48.6Top 1 Accuracy

4

Audio-to-Image Retrieval

Taxonomic Retrieval Genus level

43.2Top-1 Accuracy

4

Text-to-Audio Retrieval

Taxonomic Retrieval Genus level

84.9Top-1 Accuracy

4

Audio-to-Text Retrieval

Taxonomic Retrieval Genus level

53.6Top-1 Accuracy

4