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Papers Benchmarks Datasets Tasks

iNatSounds dataset and benchmarks · SOTA2 Research

Research Datasets

iNatSounds

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Bioacoustic Geolocation

iNatSounds (test)

15Median Error (km)

15

Text-to-audio retrieval

iNatSounds 2024 (val)

50.05mAP@1000 (Amphi)

5

Audio Geolocation

iNatSounds 4

1,355Median Error (km)

4

Probabilistic audio geolocation

iNatSounds

-0.96NLL

2

iNatSounds (test)

63.32Accuracy

2

iNatSounds (val)

0.649Accuracy

2

Text-to-Audio Retrieval

iNatSounds (test)

77.97mAP@1000

2

Text-to-Audio Retrieval

iNatSounds (val)

76.45mAP@1000

2

Popular tasks

Text-to-Audio Retrieval Classification Audio Geolocation Probabilistic audio geolocation Bioacoustic Geolocation

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