yeerwen / UniSeg

MICCAI 2023 Paper (Early Acceptance)
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Can you share the model file that your Single-task Model trained on the verse2020 dataset, I can't achieve the effect in the paper? #15

Closed XFivezzz closed 1 year ago

XFivezzz commented 1 year ago

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yeerwen commented 1 year ago

Did you add a deep supervision strategy to these single-task models and implement them based on the nnUNet framework?

XFivezzz commented 1 year ago

Thanks for your reply,Yes, I did,Have you measured the IoU, HD, Percision, and Recall metrics of these single-task models?I asked for the model trained in the experimental environment of the paper in order to better validate these indicators.

yeerwen commented 1 year ago

No, we did not measure other metrics. For the competitive approach, our modifications are (1) training the model based on the nnUNet framework; and (2) adding a deep supervision strategy to each decoder output. We report the key hyperparameters, such as learning rate and optimizer, in the appendix material.