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tzzcl avatar tzzcl commented on July 29, 2024

Hi, Thank you for your interest in our code and paper.

Actually, the load_val_bbox is only used in the training stage, i.e., PSOL_training.py, and the evaluation metric in the training stage is just a hint (not an accurate number) for the model. In the evaluation stage, we will use different strategies to get the gt_boxes from the original XML file (Please see the PSOL_inference.py for details).
A basic assumption in current WSOL tasks is that there is only one object in the corresponding image. if there are more than one object in the image, we will calculate the maximum IoU score with any objects and take it as the final score.

Regards,
Chenlin

from psol.

qqqqxxyy avatar qqqqxxyy commented on July 29, 2024

Your answer completely solved my question! Thank you!

from psol.

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