AutoMetric icon indicating copy to clipboard operation
AutoMetric copied to clipboard

Error in MAP value

Open sivaramakrishnan-rajaraman opened this issue 4 years ago • 1 comments

I am getting very good segmentation performance with my custom dataset, however, when I tried to plot the precision recall curves and ROC curves, the ROC curve turned out to be good but the MAP value was the least, however, my precision recall curve was very close to ideal. I have attached the PR graph [herewith:] V-Net performance_PR ) Is there an issue with the MAP formula used in the autometric code? MAP = np.round(np.sum((Precision[1:] + Precision[:-1]) * (Recall[:-1] - Recall[1:])) / 2.,4)

Thanks for your help.

Excuse me, have you solved this problem?

jucyLL avatar Nov 15 '22 07:11 jucyLL