Map Ap

Map Ap. ap 衡量的是训练好的模型在每个类别上的好坏,map 衡量的是模型在所有类别上的好坏,得到 ap 后 map 的计算就变得很简单了,就是取所有 ap 的平均值。ap 的计算公式比较复杂(所以单独作一章节内容),详细内容参考下文。 map 这个术语有不同. Find local businesses, view maps and get driving directions in Google Maps.


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Find local businesses, view maps and get driving directions in Google Maps. MAP is commonly used to compare ranking algorithms in scenarios where order matters

由于计算积分相对困难,因此引入插值法,计算AP公式如下: \sum_{k=1}^{N} \max _{\tilde{k} \geq k} P(\tilde{k}) \Delta r(k) 计算面积: 原理: Calculate AP across a set of IoU thresholds for each class k and then take the average of all AP values MAP-based methods guide continuous adjustments, ensuring these systems remain current and user-focused.

. It features offline maps, turn-by-turn directions, and updated maps via OpenStreetMap 以Recall为横轴,Precision为纵轴,就可以画出一条PR曲线,PR曲线下的面积就定义为AP,即: PR曲线

. Calculate AP across a set of IoU thresholds for each class k and then take the average of all AP values Find local businesses, view maps and get driving directions in Google Maps.