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TextCaps dataset and benchmarks · SOTA2 Research

Research Datasets

TextCaps

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Captioning

TextCaps

164.3CIDEr

154

Image Captioning

TextCaps (test)

164.3CIDEr

82

Image Captioning

TextCaps (val)

163.7CIDEr

79

Image Captioning

TextCaps K = 3 (test)

78.6mBLEU-4

12

Text-oriented Visual Question Answering

TextCaps

144.9CIDEr

7

Image Reconstruction

TextCaps (test)

15.51FID

6

Image-to-Text Retrieval

TextCaps

97.4Recall@1

4

Text-to-Image Retrieval

TextCaps

89.6Recall@1

4

Visually Grounded Language Generation

TextCaps (test)

152Score

4

Popular tasks

Image Captioning Image-to-Text Retrieval Text-to-Image Retrieval Image Reconstruction Text-oriented Visual Question Answering

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