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MONAI Tutorials
https://monai.io/started.html
Apache License 2.0
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BTCV performance #894

Closed jamesben6688 closed 1 year ago

jamesben6688 commented 2 years ago

Hi Ali. In the tutorial of BTCV multi-organ segmentation, the val dice score is about 80%. How can I get it to 88%, like in the unetr paper. Just more iterations? May I know how many iterations is needed? Thank you.

tangy5 commented 1 year ago

HI @jamesben6688 , thanks for using the tutorial and UNETR. The tutorial is for quick implementation and quickstart. The performance is the paper is trained with multiple-GPU, larger batch size, more iterations and addition data. Hyperparameters are tunned to reach optimal performance. If computing resources allows, you could try larger batch size, DDP training, etc ... for further improving performance. Thank you!