metadata

license: cc-by-4.0
task_categories:
  - text-classification
  - question-answering
language:
  - en
tags:
  - multimodal
  - vision-and-language
pretty_name: VSR (zeroshot)
size_categories:
  - 1K<n<10K

VSR: Visual Spatial Reasoning

This is the zero-shot set of VSR: Visual Spatial Reasoning (TACL 2023) [paper].

Usage

from datasets import load_dataset

data_files = {"train": "train.jsonl", "dev": "dev.jsonl", "test": "test.jsonl"}
dataset = load_dataset("cambridgeltl/vsr_zeroshot", data_files=data_files)

Note that the image files still need to be downloaded separately. See data/ for details.

Go to our github repo for more introductions.

Citation

If you find VSR useful:

@article{Liu2022VisualSR,
  title={Visual Spatial Reasoning},
  author={Fangyu Liu and Guy Edward Toh Emerson and Nigel Collier},
  journal={Transactions of the Association for Computational Linguistics},
  year={2023},
}