Corpus ID: 2210455

Microsoft COCO Captions: Data Collection and Evaluation Server

@article{Chen2015MicrosoftCC,
  title={Microsoft COCO Captions: Data Collection and Evaluation Server},
  author={Xinlei Chen and H. Fang and Tsung-Yi Lin and Ramakrishna Vedantam and Saurabh Gupta and Piotr Doll{\'a}r and C. L. Zitnick},
  journal={ArXiv},
  year={2015},
  volume={abs/1504.00325}
}
In this paper we describe the Microsoft COCO Caption dataset and evaluation server. [...] Key Method To ensure consistency in evaluation of automatic caption generation algorithms, an evaluation server is used. The evaluation server receives candidate captions and scores them using several popular metrics, including BLEU, METEOR, ROUGE and CIDEr. Instructions for using the evaluation server are provided.Expand
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