Challenges
Long Tail Visual Relationship Recognition Challenge
The main goal of this challenge is to evaluate and benchmark new and better methods for GQA-LT and VG8K-LT benchmarks proposed in Exploring Long Tail Visual Relationship Recognition with Large Vocabulary. One high level motivation is to allow researchers to develop methods for long-tail visual relationship recognition - a very important problem for fine-grained image understanding. Both the benchmarks, GQA-LT and VG8K-LT, are long-tailed created out of GQA and VG datasets. With the presence of bounding boxes during both training and test time, the participants are required to submit a csv file containing the detection results of subject/object and the relation classes in the corresponding triplet.
Challenge deadline: 15 May, 2023. 1st June, 2023.
Organizers:
Arushi Goel, University of Edinburgh
Aniket Agarwal, KAUST Intern/ IIT Roorkee
Jun Chen, KAUST
Mohamed Elhoseiny, KAUST
Prizes:
1st Winner: IPad (Apple)
Guest Challenge: Semi-supervised Video Object Segmentation
Given a sub-sequence of frames with M object masks in the first frame, the goal is to segment these through the remaining frames. Other objects not present in the first frame of the sub-sequence are excluded from this benchmark. Note that any of the M objects can be occluded or out of view, and can reappear during the subsequene.
Challenge deadline: 1 June, 2023.
Organizers:
Ahmad DarKhalil, University of Bristol
Richard Higgins, University of Michigan
Prof. Dima Damen, University of Bristol