How can I replicate the 55.0 mIoU results of HorNet-L-GF on ADE20K? The link of pretrained model seems to be valid

Question

How can I replicate the 55.0 mIoU results of HorNet-L-GF on ADE20K? The link of pretrained model seems to be valid

Linwei-Chen opened this issue 7 months ago · comments

What is the pretrained model? The link seems to be valid: model.
I used HorNet-L (GF)* | hornet_large_gf_img384 at IN22k-384, but it seems unable to achieve 55.0, reaching only around 54.5.

Yongming Rao · Answer 1 · Thu Dec 21 2023 10:20:59 GMT+0800 (China Standard Time)

Hi @Linwei-Chen, we have updated the link. You are using the correct pre-trained model. The large model might be more sensitive to hyperparameters. You may try our pre-trained segmentation model and check the environment.

陈林蔚 · Answer 2 · Fri Dec 22 2023 20:49:19 GMT+0800 (China Standard Time)

Thank you for your response! I will give it a try.