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Object-Proposal Evaluation Protocol is ‘Gameable’

Object-Proposal Evaluation Protocol is ‘Gameable’

Object proposals have quickly become the de-facto preprocessing step in a number of vision pipelines (for object detection, object discovery, and other tasks). Their performance is usually evaluated on partially annotated datasets. In this paper, we argue that the choice of using a partially annotated dataset for evaluation of object …