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SciCap dataset and benchmarks · SOTA2 Research

Research Datasets

SciCap

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Text-to-Image Retrieval

SciCap (val)

14.8Recall@1

13

Image-to-Text Retrieval

SciCap (val)

14.8R@1

13

Figure Captioning

SciCap First Sentence

15.53BLEU

10

Figure Captioning

SciCap Caption w/ <=100 words

16.16BLEU

9

Figure Captioning

SciCap Single-Sent Caption

18BLEU

9

Image Captioning

SciCap

183.5CIDEr

4

Chart Summarization

SciCap First sentence

62.4CHATS-CRITIC

4

Scientific Figure Captioning

SciCap (val)

5BLEU Score

2

Figure Type Classification

SciCap (val)

93.63Accuracy (Graph Plot)

2

Figure Captioning

SciCap SciTune info

6.4BLEU

2

Popular tasks

Figure Captioning Image-to-Text Retrieval Text-to-Image Retrieval Image Captioning Chart Summarization

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