Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is Enough

Zhuo Li, Weiqing Min, Jiajun Song +5

Optimizing the approximation of Average Precision (AP) has been widely studied for image retrieval. Limited by the definition of AP, such methods consider both negative and positiv…