Hello there
The new round of Multi-Agent Behavior Challenge 2022 is live!
As the Round 1 of this very unique & exciting challenge comes to an end, we are happy to share the new prizes, dataset and deadline for Round 2! 
Everything! In this round you’ll be given a dataset of raw overhead videos and tracking data. Rather than being asked to detect a specific behavior of interest, we ask you to submit a frame-by-frame representation of the dataset. This video dataset is unique will inspire you to try new ideas that they could not on just the tracking data. Explore the sub-tasks to know more 
The end goal remains the same, create a representation that captures behavior and generalizes well in any downstream task.
$6000 USD cash prize pool for the two subtasks.
Round-2 runs till May 20 th, 2022, 23:59 UTC.
Claim upto $400 AWS credits in Round-2
Resources For Round-2
To help you get started with the two new tasks, we have created an easy to follow starter kit for Mouse Triplet Video Task & Ant Tripler Video Task.
These notebooks will help you perform initial data exploration and a basic embedding using a vision model.
Bonus: If you want additional information on Round-2 dataset and embedding evaluations**,** watch this video.
Prizes For Round-2
There is a $6000 cash prize pool for the new round. For top positions on the leaderboard, each task carries a $3000 cash prize pool.
1st on the leaderboard: $1500 USD
2nd on the leaderboard: $1000 USD
3rd on the leaderboard: $500 USD
Bonus: Teams that beat the advanced baseline can stand to win $400 AWS credits. Details on the score to beat and the advanced baseline will be announced soon. !
Chance To Present At CVPR 2022 Workshop
Top participants and teams will be invited to speak at CVPR 2022 Workshop. You will get a chance to meet a panel of experts from a variety of disciplines and discuss the key goals of multi-agent behavior research. CVPR is the premier annual computer vision & pattern recognition event regarded as one of the most important conferences in its field.
Submit your model and solution as a paper to the MABe Workshop Poster session. Get a chance to present your work at the CVPR workshop by participating in Round-2.