Beckschen/TransUNet

the mean dice is not good in acdc dataset

Wbbbjikj opened this issue · 7 comments

I trained the ACDC dataset using transunet, but the dice value is only 85. However, the original paper can reach 89. I don't know what the reason is.

I trained the ACDC dataset using transunet, but the dice value is only 85. However, the original paper can reach 89. I don't know what the reason is.

Did you changed any hyper parameter of TransUnet?
When I run TransUnet on ACDC dataset, loss don't decrease.

Yes, I tried many methods to adjust parameters, and finally found that only changing batchsize to 8 could improve the performance, but it could only stay at about 87 in the end. Did I adjust the parameters incomplete? Could you please provide your parameter Settings, thank you

I trained the ACDC dataset using transunet, but the dice value is only 85. However, the original paper can reach 89. I don't know what the reason is.

Did you changed any hyper parameter of TransUnet? When I run TransUnet on ACDC dataset, loss don't decrease.

Hello, can you provide me with the processed acdc data set? If you can provide me with a copy of the acdc data set, I will be very grateful. My email address is 1786225568@qq.com

Yes, I tried many methods to adjust parameters, and finally found that only changing batchsize to 8 could improve the performance, but it could only stay at about 87 in the end. Did I adjust the parameters incomplete? Could you please provide your parameter Settings, thank you

Hello, can you provide me with the processed acdc data set? If you can provide me with a copy of the acdc data set, I will be very grateful.My email address is 1786225568@qq.com

xinnvY commented

I trained the ACDC dataset using transunet, but the dice value is only 85. However, the original paper can reach 89. I don't know what the reason is.

Did you changed any hyper parameter of TransUnet? When I run TransUnet on ACDC dataset, loss don't decrease.

Hi ! it's so excited for me to see you have completed the experiment on ACDC wonderfully!!! and i also want to reproduce it,could you share your preprocessed ACDC dataset with me? 2863583613@qq.com thanks!

I trained the ACDC dataset using transunet, but the dice value is only 85. However, the original paper can reach 89. I don't know what the reason is.

Hello, can you provide me with the processed acdc data set? If you can provide me with a copy of the acdc data set, I will be very grateful. My email address is [1976939023@qq.com]

我使用transunet训练了ACDC数据集,但是dice值只有85,而原论文可以达到89,不知道是什么原因。

你好,我想请问一下你数据集是怎么划分的呀?70-10-20,一共有多少个切片呢