# Image-to-Audio

Source: [Image-to-Audio](<https://www.sota2.com/research/task/image-to-audio>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.



## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Image-to-Audio Retrieval on GeoSound (Sentinel Imagery, scale=1)](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-geosound-sentinel-imagery-scale-1.md>): Image-to-Audio Retrieval; GeoSound (Sentinel Imagery, scale=1).

- [Image-to-Audio Generation on Image-Text-Audio](<https://www.sota2.com/research/sota/image-to-audio-generation-on-image-text-audio.md>): Image-to-Audio Generation; Image-Text-Audio.

- [Image-to-Audio Generation on BPSD](<https://www.sota2.com/research/sota/image-to-audio-generation-on-bpsd.md>): Image-to-Audio Generation; BPSD.

- [Image-to-Audio Retrieval on PlacesAudio (val)](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-placesaudio-val.md>): Image-to-Audio Retrieval; PlacesAudio (val).

- [Image-to-Audio on VGGSound (test)](<https://www.sota2.com/research/sota/image-to-audio-on-vggsound-test.md>): Image-to-Audio; VGGSound (test).

- [Image-to-Audio Retrieval on SoundingEarth](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-soundingearth.md>): Image-to-Audio Retrieval; SoundingEarth.

- [Image-to-Audio Retrieval on GeoSound Bing](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-geosound-bing.md>): Image-to-Audio Retrieval; GeoSound Bing.

- [Image-to-Audio Generation on YTSV T11 (test)](<https://www.sota2.com/research/sota/image-to-audio-generation-on-ytsv-t11-test.md>): Image-to-Audio Generation; YTSV T11 (test).

- [Image-to-Audio Retrieval on Taxonomic Retrieval Family level](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-taxonomic-retrieval-family-level.md>): Image-to-Audio Retrieval; Taxonomic Retrieval Family level.

- [Image-to-Audio Retrieval on Taxonomic Retrieval Genus level](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-taxonomic-retrieval-genus-level.md>): Image-to-Audio Retrieval; Taxonomic Retrieval Genus level.

- [Image-to-Audio Retrieval on Flickr-SoundNet](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-flickr-soundnet.md>): Image-to-Audio Retrieval; Flickr-SoundNet.

- [Image-to-Audio Retrieval on AVE](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-ave.md>): Image-to-Audio Retrieval; AVE.

- [Image-to-Audio Generation on evaluation benchmarks one-to-one](<https://www.sota2.com/research/sota/image-to-audio-generation-on-evaluation-benchmarks-one-to-one.md>): Image-to-Audio Generation; evaluation benchmarks one-to-one.

- [Image-to-Audio Generation on One-to-one evaluation benchmarks Image-to-Audio](<https://www.sota2.com/research/sota/image-to-audio-generation-on-one-to-one-evaluation-benchmarks-image-to-audio.md>): Image-to-Audio Generation; One-to-one evaluation benchmarks Image-to-Audio.

- [Image-to-Audio Retrieval on AffectHuman-43K (test)](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-affecthuman-43k-test.md>): Image-to-Audio Retrieval; AffectHuman-43K (test).

- [Image-to-Audio Retrieval on Unseen species-level](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-unseen-species-level.md>): Image-to-Audio Retrieval; Unseen species-level.

- [Image-to-Audio Retrieval on ACM](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-acm.md>): Image-to-Audio Retrieval; ACM.

- [Image-to-Audio Retrieval on AudioSet (val)](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-audioset-val.md>): Image-to-Audio Retrieval; AudioSet (val).

- [Image-to-Audio generation on VGGSound Paprika style (test)](<https://www.sota2.com/research/sota/image-to-audio-generation-on-vggsound-paprika-style-test.md>): Image-to-Audio generation; VGGSound Paprika style (test).

- [Image-to-audio Retrieval on MIAO (test)](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-miao-test.md>): Image-to-audio Retrieval; MIAO (test).

- [Image-to-Audio Retrieval on Flickr-SoundNet (test)](<https://www.sota2.com/research/sota/image-to-audio-retrieval-on-flickr-soundnet-test.md>): Image-to-Audio Retrieval; Flickr-SoundNet (test).

- [Image-to-Audio Generation on Image-to-Audio (eval)](<https://www.sota2.com/research/sota/image-to-audio-generation-on-image-to-audio-eval.md>): Image-to-Audio Generation; Image-to-Audio (eval).