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MABe Team

The MABe Team is a consortium of machine learning and neuroscience researchers at Northwestern University and Caltech. We develop tools to analyze the structure of behavior and its correlates in the brain.

Multi Agent Behavior Challenge 2022

Behavioral Representation Learning from Animal Poses.

$12000 Prize Money
1 Authorship/Co-Authorship

$9,000 Prize Money
Misc Prizes : $10,000 Amazon SageMaker Credits

MABe Task 1: Classical Classification

Detect Multi-Animal Behaviors from a large, hand-labeled dataset.

3000 Prize Money
Misc Prizes : Amazon SageMaker Credits

MABe Task 2: Annotation Style Transfer

Adapt Behavior Detectors to capture individuals' annotation style.

3000 Prize Money
Misc Prizes : Amazon SageMaker Credits

MABe Task 3: Learning New Behavior

Learn to Recognise New Behaviors from limited training examples.

3000 Prize Money
Misc Prizes : Amazon SageMaker Credits

MABe 2022: Fruit Fly Groups

Round 1 - Completed

$3000 Prize Money

MABe 2022: Mouse Triplets

Round 1 - Completed

$3000 Prize Money

MABe 2022: Ant-Beetles - Video Data

Round 2 - Active | Claim AWS Credits by beating the baseline


MABe 2022: Mouse-Triplets - Video Data

Round 2 - Active | Claim AWS Credits by beating the baseline