metadata
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
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 | 📚 Documentation | 🤗 Huggingface Datasets
This Dataset
This is a formatted version of NLVR2. 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}
}