Verified65% confidenceFactTime unknown
The area under the PR curve is called AP (Average Precision), and mAP (mean Average Precision) is the standard evaluation metric for object detection models.
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Long-term
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6/1/2026
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UnverifiedmAP (mean average precision) is calculated as follows: plot precision-recall curves under different IoU criteria, compute the area under each curve (AP), and then average over all classes.79% similarVerifiedCalibration is typically visualized using a reliability diagram (calibration curve), with confidence on the horizontal axis and the actual accuracy of samples in that interval on the vertical axis.65% similarUnverified校准性指模型表达的置信度与实际准确率之间的一致程度65% similarUnverifiedCalibration refers to the degree to which a model's expressed confidence matches the actual frequency of correctness, and is commonly quantified using reliability diagrams and Expected Calibration Error (ECE).65% similar
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