HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking

Jonathon Luiten
Jonathon Luiten
Patrick Dendorfer
Patrick Dendorfer

Int. J. Comput. Vis., no. 2 (2021): 548-578

Cited by: 3|Views29
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Abstract:

Multi-object tracking (MOT) has been notoriously difficult to evaluate. Previous metrics overemphasize the importance of either detection or association. To address this, we present a novel MOT evaluation metric, higher order tracking accuracy (HOTA), which explicitly balances the effect of performing accurate detection, association and l...More

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