News

Oct 15 Update: We decided to release the output files of our baseline models in case they will be helpful for future investigations. Feel free to check it out!

Oct 9 Update: Please note that we've updated the image reading method from cv2 to PIL in the demo notebook. ImageFile.LOAD_TRUNCATED_IMAGES = True is the key to avoid "Image NoneType error".

Download Data

• Main Data

The main data is split into two files. One for train+val (36,766+4,966 samples) and the other for test (7,540 samples).

• Images

The large img file is compressed and split into 51 chunks of 1GB. Download all chunks before moving to next step.

To unzip and merge all chunks, run 7z x imgs.7z.001

We also provide google drive download links

You are good when you have WebQA_train_val.json, WebQA_test.json, imgs.lineidx and imgs.tsv.

Explore Data

Output Format (A json file with guids as keys)

{<guid>: {'sources': [<image_id>/<snippet_id>, ..., ],
          'answer': "xxxxxxx" },
 <guid>: {...},
 <guid>: {...},

}