Deep learning-based behavioral analysis reaches human accuracy and is capable of outperforming commercial solutions.

The data presented here show that inaccurate tracking provided by grid-based, commercial tracking systems (TSE) can occlude highly significant behavioral differences between experimental groups (Fig.

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When analyzed with the TSE system, ‘distance traveled’ did not reach statistical significance between groups ( t = 2.57, q = 0.053, Fig.

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