Search result accuracy judgment method and device, electronic equipment and storage medium

Abstract

The embodiment of the invention provides a search result accuracy judgment method and device, electronic equipment and a storage medium, and the method comprises the following steps: obtaining top-k search results of a to-be-searched object, enabling the top-k search results to be k search results with the highest similarity with the to-be-searched object, wherein k is greater than 1; constructingan input matrix based on the to-be-searched object and the top-k search results; inputting the input matrix into a pre-trained verification model to predict m search results, and outputting m corresponding prediction results, where m is less than or equal to k, and m is greater than or equal to 1; and performing accuracy judgment on m search results of the to-be-searched object based on the prediction result. The search result can be judged without manual work, so that the judgment efficiency of the accuracy of the search result is improved.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a method, device, electronic equipment and storage medium for judging the accuracy of search results. Background technique [0002] Data search includes label (keyword) search and similarity search. During the label search process, the user specifies a label, and the data related to the given label is matched through the given label for output; similarity search includes text search and Image search, in similarity search, such as face recognition, through a given image, extract the face features in the image, and match the face data with high similarity with the face features in the face database, from the matching Obtain the identity information corresponding to the face from the received face data, and output the corresponding identity information. However, due to text or image reasons, for example, text may be missing, handwritten fonts may be irregular, image...

AI Technical Summary

Problems solved by technology

However, due to text or image reasons, such as missing text, irregular handwritten fonts, blurred images, occlusion, and low image quality, the accuracy of recognition is not high, and the search results are all It is time-consuming and labor-intensive for people to judge whether it is correct

Therefore, there is a problem of inefficiency in the existing judgment of the accuracy of search results based on similarity search

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