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Papers Benchmarks Datasets Tasks

Image-Text-Audio dataset and benchmarks · SOTA2 Research

Research Datasets

Image-Text-Audio

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

(T+I)→A Cross-modal Alignment

Image-Text-Audio

46.96CLAP Score

16

(T+A)→I Cross-modal Alignment

Image-Text-Audio

30.76CLIP Score

16

(I+A)→T Cross-modal Alignment

Image-Text-Audio

29.97CLIP Score

16

Audio-to-Text Generation

Image-Text-Audio

54.41CIDEr

9

Text-to-Audio Generation

Image-Text-Audio

2.47FAD

9

Image-to-Text Generation

Image-Text-Audio

91.36CIDEr

9

Text-to-Image Generation

Image-Text-Audio

14.4FID

9

Audio-to-Image Generation

Image-Text-Audio

22.61FID

8

Image-to-Audio Generation

Image-Text-Audio

1.9FAD

8

Unconditional co-generation

image-text-audio

26.76CLIP Score (Text-Image)

5

Popular tasks

Text-to-Image Generation Text-to-Audio Generation Image-to-Audio Generation Image-to-Text Generation Audio-to-Text Generation

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