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dataset_info:
features:
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configs:
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data_files:
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path: data/balanced_dev-*
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path: data/balanced_test_unseen-*
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- split: unbalanced_test_unseen
path: data/unbalanced_test_unseen-*
- split: unbalanced_test_public
path: data/unbalanced_test_public-*
---
# Dataset Card for "nlvr2"
<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 [NLVR2](https://lil.nlp.cornell.edu/nlvr/). It is used in our `lmms-eval` pipeline to allow for one-click evaluations of large multi-modality models.
```
@inproceedings{suhr2017corpus,
title={A corpus of natural language for visual reasoning},
author={Suhr, Alane and Lewis, Mike and Yeh, James and Artzi, Yoav},
booktitle={Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
pages={217--223},
year={2017}
}
```
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |