The primary goal of this workshop is two-fold. First is to benchmark progress in Visual Question Answering and Visual Dialog.

Visual Question Answering
There will be three tracks in the Visual Question Answering Challenge this year.


• VQA: This track is the 5th challenge on the VQA v2.0 dataset introduced in Goyal et al., CVPR 2017. The 2nd, 3rd and 4th editions were organised at CVPR 2017, CVPR 2018 and CVPR 2019 on the VQA v2.0 dataset, and the 1st edition was organised at CVPR 2016 on the VQA v1.0 dataset introduced in Antol et al., ICCV 2015. VQA v2.0 is more balanced and reduces language biases over VQA v1.0, and is about twice the size of VQA v1.0.
  
  Challenge link: https://visualqa.org/challenge
  Evaluation Server: https://evalai.cloudcv.org/web/challenges/challenge-page/514/overview
  Submission Deadline: Friday, May 15, 2020 23:59:59 GMT ()


• TextVQA+TextCaps: There are 2 subtracks under this track.
  
  
• TextVQA: This sub-track is the 2nd challenge on the TextVQA dataset introduced in Singh et al., CVPR 2019. TextVQA requires models to read and reason about text in an image to answer questions based on them. In order to perform well on this task, models need to first detect and read text in the images. Models then need to reason about this to answer the question. The 1st edition of the TextVQA Challenge was organised at CVPR 2019.
  Challenge link: https://textvqa.org/challenge
  Evaluation Server: https://evalai.cloudcv.org/web/challenges/challenge-page/551/overview
  Submission Deadline: May 15, 2020 23:59:59 GMT ()


• TextCaps: TextCaps requires models to read and reason about text in images to generate captions about them. Specifically, models need to incorporate a new modality of text present in the images and reason over it and visual content in the image to generate image descriptions.
  Challenge link: https://textvqa.org/textcaps/challenge
  Evaluation Server: https://evalai.cloudcv.org/web/challenges/challenge-page/573/overview
  Submission Deadline: May 15, 2020 23:59:59 GMT ()


• VizWiz: This track is the 2nd VQA challenge on the VizWiz dataset introduced in Gurari et al., CVPR 2018. The 1st edition was organized at ECCV2018 on a deprecated version.  This track focuses on answering visual questions that originate from a real use case where blind people were submitting images with recorded spoken questions in order to learn about their physical surroundings.
  
  Challenge link: https://vizwiz.org/tasks-and-datasets/vqa/
  Evaluation Server: https://evalai.cloudcv.org/web/challenges/challenge-page/523/overview
  Submission Deadline: Friday, May 15, 2020 23:59:59 PM GMT ()

Visual Dialog

• The 3rd edition of the Visual Dialog Challenge will be hosted on the VisDial v1.0 dataset introduced in Das et al., CVPR 2017. The 1st and 2nd editions of the Visual Dialog Challenge was organised on the VisDial v1.0 dataset at ECCV 2018 and CVPR 2019. Visual Dialog requires an AI agent to hold a meaningful dialog with humans in natural, conversational language about visual content. Specifically, given an image, a dialog history (consisting of the image caption and a sequence of previous questions and answers), the agent has to answer a follow-up question in the dialog.
  
  Challenge link: https://visualdialog.org/challenge
  Evaluation Server: https://evalai.cloudcv.org/web/challenges/challenge-page/518/overview
  Submission Deadline: May 14, 2020 23:59:59 GMT ()

The second goal of this workshop is to continue to bring together researchers interested in visually-grounded question answering, dialog systems, and language in general to share state-of-the-art approaches, best practices, and future directions in multi-modal AI. In addition to invited talks from established researchers, we invite submissions of extended abstracts of at most 2 pages describing work in the relevant areas including: Visual Question Answering, Visual Dialog, (Textual) Question Answering, (Textual) Dialog Systems, Commonsense knowledge, Vision + Language, etc. The submissions are not specific to any challenge track. All accepted abstracts will be presented as posters at the workshop to disseminate ideas. The workshop is on June 14, 2020, at the IEEE Conference on Computer Vision and Pattern Recognition, 2020.

We invite submissions of extended abstracts of at most 2 pages (excluding references) describing work in areas such as: Visual Question Answering, Visual Dialog, (Textual) Question Answering, (Textual) Dialog Systems, Commonsense knowledge, Video Question Answering, Video Dialog, Vision + Language, and Vision + Language + Action (Embodied Agents). Accepted submissions will be presented as posters at the workshop. The extended abstract should follow the CVPR formatting guidelines and be emailed as a single PDF to the email id mentioned below.

Dual Submissions
We encourage submissions of relevant work that has been previously published, or is to be presented at the main conference. The accepted abstracts will not appear in the official IEEE proceedings.

Where to Submit?
Please send your abstracts to visualqa.workshop@gmail.com