--- dataset_info: features: - name: question_id dtype: string - name: question dtype: string - name: left_image dtype: image - name: right_image dtype: image - name: answer dtype: string - name: writer dtype: string - name: synset dtype: string - name: query dtype: string - name: identifier dtype: string - name: extra_validations dtype: string - name: left_url dtype: string - name: right_url dtype: string splits: - name: balanced_dev num_bytes: 488008399.0 num_examples: 2300 - name: balanced_test_public num_bytes: 507142965.656 num_examples: 2316 - name: balanced_test_unseen num_bytes: 409992570.832 num_examples: 2124 - name: unbalanced_dev num_bytes: 762577280.968 num_examples: 3562 - name: unbalanced_test_unseen num_bytes: 804486738.08 num_examples: 3668 - name: unbalanced_test_public num_bytes: 731416041.32 num_examples: 3536 download_size: 1879819700 dataset_size: 3703623995.856 configs: - config_name: default data_files: - split: balanced_dev path: data/balanced_dev-* - split: balanced_test_public path: data/balanced_test_public-* - split: balanced_test_unseen path: data/balanced_test_unseen-* - split: unbalanced_dev path: data/unbalanced_dev-* - split: unbalanced_test_unseen path: data/unbalanced_test_unseen-* - split: unbalanced_test_public path: data/unbalanced_test_public-* --- # Dataset Card for "nlvr2"

# 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)