
# VSR: Visual Spatial Reasoning

This is the **zero-shot set** of **VSR**: *Visual Spatial Reasoning* (TACL 2023) [[paper]](https://arxiv.org/abs/2205.00363).

### Usage

```python
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/`](https://github.com/cambridgeltl/visual-spatial-reasoning/tree/master/data) for details.

Go to our [github repo](https://github.com/cambridgeltl/visual-spatial-reasoning) for more introductions.


### Citation
If you find VSR useful:
```bibtex
@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},
}
```

task_categories:text-classification task_categories:question-answering size_categories:1K<n<10K language:en license:cc-by-4.0 multimodal vision-and-language arxiv:2205.00363 region:us
{"language": ["en"], "license": "cc-by-4.0", "size_categories": ["1K<n<10K"], "task_categories": ["text-classification", "question-answering"], "pretty_name": "VSR (zeroshot)", "tags": ["multimodal", "vision-and-language"]}
TAGS
#task_categories-text-classification #task_categories-question-answering #size_categories-1K<n<10K #language-English #license-cc-by-4.0 #multimodal #vision-and-language #arxiv-2205.00363 #region-us 


# VSR: Visual Spatial Reasoning

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

### Usage



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

Go to our github repo for more introductions.


If you find VSR useful:


# VSR: Visual Spatial Reasoning

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



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

Go to our github repo for more introductions.


If you find VSR useful:
TAGS
#task_categories-text-classification #task_categories-question-answering #size_categories-1K<n<10K #language-English #license-cc-by-4.0 #multimodal #vision-and-language #arxiv-2205.00363 #region-us 
 # VSR: Visual Spatial Reasoning

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



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

Go to our github repo for more introductions.


If you find VSR useful: