Quantitative model testing method, system, equipment and medium

The invention discloses a quantitative model testing method, system and device and a medium, and the method comprises the steps: carrying out the preprocessing and label labeling of an image data set, and obtaining a labeled data set; reasoning and identifying the annotation data set through a pre-training model to obtain an identification output set and a complete evaluation result; performing information entropy compression on the annotation data set according to the identification output set to obtain a compression test set; performing evaluation identification on the compression test set through the pre-training model to obtain a compression evaluation result, and performing quantitative identification on the compression test set through the quantitative model to obtain a quantitative evaluation result; and performing performance inversion on the quantitative evaluation result according to the complete evaluation result and the compression evaluation result to obtain a performance inversion result of the