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the mean dice is not good in acdc dataset

Open Wbbbjikj opened this issue 1 year ago • 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.

Wbbbjikj avatar May 17 '23 02:05 Wbbbjikj

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.

talebim avatar May 29 '23 15:05 talebim

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

Wbbbjikj avatar May 30 '23 02:05 Wbbbjikj

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 [email protected]

laodetangkoushui avatar Jun 25 '23 03:06 laodetangkoushui

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 [email protected]

laodetangkoushui avatar Jun 25 '23 03:06 laodetangkoushui

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? [email protected] thanks!

xinnvY avatar Sep 19 '23 12:09 xinnvY

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 [[email protected]]

zhangxuan-thecastle avatar Jan 16 '24 07:01 zhangxuan-thecastle

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

ylj183 avatar Jun 15 '24 02:06 ylj183