Chart Question Answering Workshop

best paper + best poster!

challenge winners!

Chart Question Answering Workshop

Thank you to the Program Committee!

Donglai Wei, Harvard University: Expert in VQA / Computer Vision

 

Hendrik Strobelt, MIT-IBM Watson AI Lab: Expert in eXplainable AI and Visualization

 

Funda Durupinar-Babur, University of Massachusetts Boston: Expert in Computer Graphics

Chart Question Answering Workshop

Ahmed Masry and Enamul Hoque Prince

York University

Chart Question Answering Workshop

Presentation!

Ahmed Masry and Enamul Hoque Prince

York University

Chart Question Answering Workshop

Best Paper + Best Poster!

Chart Question Answering Workshop

The CQA Challenge

Hayoun Oh

Harvard University

Chart Question Answering Workshop

Level 1

Low-level visual encodings inspired

by Cleveland and McGill's 1984/1985

experiments of human perception

Chart Question Answering Workshop

Level 2

Simple bar and pie charts with stroke width variations

Data provided by Yunhai Wang and his team

Chart Question Answering Workshop

Level 3

Charts include textual information

Semantic questions

Which variety has the maximum value?
What is the sum of values for Empire and Honeycrisp?
Is Opal bigger than Gala?
Is Opal bigger than the sum of Empire and Gala?

Challenge stays open!

New datasets are coming!

Chart Question Answering Workshop

Coming soon at LE-V-EL.org!

Chart Question Answering Workshop

The Winners!

Chart Question Answering Workshop

5 Teams

SNEAKRZ

sudoku

ZSY

SRK

TEAM_York

Chart Question Answering Workshop

Level 1

RMSE

Level 2

RMSE

Entropy + RMSE + Levenstein Edit Distance

Level 3

Team SRK!

Chart Question Answering Workshop

Team SRK!

Volodymir Melnyk ( for Level 1 ) and

Andrey Grigoryev ( for Levels 2 and 3 )

Presentation!

Chart Question Answering Workshop

Samira E. Kahou

Ritwick Chaudhry

Dae Hyun Kim

Yunhai Wang

5:35p

5:55p

6:15p

6:35p

continues in

CQAW2

By Daniel Haehn

CQAW2

Machine Psychology at UMass Boston. See https://mpsych.org!

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