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CKYiu / OLER

Codes for the paper "Object Localization and Edge Refinement Network for Salient Object Detection"
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About PR curves and F-measure curves #2

Open loveTrain444 opened 3 months ago

loveTrain444 commented 3 months ago

I am a novice. Can I ask how to draw the PR curves and F-measure curves in the paper, and do I need to reproduce the method you compare one by one? Or if there's an easier way?

CKYiu commented 3 months ago

Thank you for your interest in our work. For the evaluation of saliency maps, you can refer to this tool (https://github.com/lartpang/SODEvalToolkit), and then you can use relevant metrics (precision, recall and fm) to draw curves. Besides, you can evaluate their saliency maps based on the methods you want to compare and plot them together in the same figure using the relevant metrics.

loveTrain444 commented 3 months ago

Thanks for your answer. So you're saying I have to re-implement the paper I wan to compare. There are no related resources on the Internet about pre-computed salient maps? That's a bit of work.

CKYiu commented 3 months ago

Actually, most authors share the saliency maps of their methods on the Internet, especially those published in top conferences and journals. For example, LDF (https://github.com/weijun88/LDF) and ICON (https://github.com/mczhuge/ICON) can be found on github.