EliMC/flickr30k
收藏Hugging Face2025-12-05 更新2025-12-20 收录
下载链接：
https://hf-mirror.com/datasets/EliMC/flickr30k
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资源简介：
---
dataset_info:
features:
- name: image
dtype: image
- name: caption
sequence: string
- name: sentids
sequence: string
- name: img_id
dtype: string
- name: filename
dtype: string
splits:
- name: test
num_bytes: 4190829605.876
num_examples: 31783
download_size: 4409506758
dataset_size: 4190829605.876
configs:
- config_name: default
data_files:
- split: test
path: data/test-*
---
<p align="center" width="100%">
<img src="https://i.postimg.cc/g0QRgMVv/WX20240228-113337-2x.png" width="100%" height="80%">
</p>
# Large-scale Multi-modality Models Evaluation Suite
> Accelerating the development of large-scale multi-modality models (LMMs) with `lmms-eval`
🏠 [Homepage](https://lmms-lab.github.io/) | 📚 [Documentation](docs/README.md) | 🤗 [Huggingface Datasets](https://huggingface.co/lmms-lab)
# This Dataset
This is a formatted version of [flickr30k](https://shannon.cs.illinois.edu/DenotationGraph/). It is used in our `lmms-eval` pipeline to allow for one-click evaluations of large multi-modality models.
```
@article{young-etal-2014-image,
title = "From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions",
author = "Young, Peter and
Lai, Alice and
Hodosh, Micah and
Hockenmaier, Julia",
editor = "Lin, Dekang and
Collins, Michael and
Lee, Lillian",
journal = "Transactions of the Association for Computational Linguistics",
volume = "2",
year = "2014",
address = "Cambridge, MA",
publisher = "MIT Press",
url = "https://aclanthology.org/Q14-1006",
doi = "10.1162/tacl_a_00166",
pages = "67--78",
abstract = "We propose to use the visual denotations of linguistic expressions (i.e. the set of images they describe) to define novel denotational similarity metrics, which we show to be at least as beneficial as distributional similarities for two tasks that require semantic inference. To compute these denotational similarities, we construct a denotation graph, i.e. a subsumption hierarchy over constituents and their denotations, based on a large corpus of 30K images and 150K descriptive captions.",
}
```
提供机构：
EliMC
