One Metric to Measure Them All : Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks

Despite being widely used as a performance measure for visual detection tasks, Average Precision (AP) is limited in (i) reflecting localisation quality, (ii) interpretability and (iii) robustness to the design choices regarding its computation, and its applicability to outputs without confidence sco...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 12 vom: 01. Dez., Seite 9446-9463
1. Verfasser:	Oksuz, Kemal (VerfasserIn)
Weitere Verfasser:	Cam, Baris Can, Kalkan, Sinan, Akbas, Emre
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2022
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article Research Support, Non-U.S. Gov't