Comments (6)
There are several reasons.
The results reported in SPADE only use segmentation masks as input.
The SPADE results reported in SEAN paper are tested on reconstruction images. Instance maps and style images(GT images) are used. The network are trained 50 epochs on cityscapes and ade.
Also, the author of SPADE did not provide the evaluation codes. They only mentioned where to download the model and pre-trained weights in their repo issues. We have retested these results and they are also different from what they reported in the paper. Therefore, we use the results of our fair comparison on these reconstruction task.
from sean.
So, you need to input both 'Label' and 'Ground Truth' for generating your results in Fig. 6 of your paper, am I right?
from sean.
You are right.
from sean.
The results of both Pix2pixHD and SPADE in Fig. 6 are also generated by using both 'Label' and 'Ground Truth'?
from sean.
Yes. Both of these frameworks have their own style encoders.
from sean.
I see. Thanks.
from sean.
Related Issues (20)
- Concerns about evaluation methods in the paper
- The linear layers in ADE20k dataset
- weird results for custom images
- Synthesis with custom style codes
- how to run code in the ADE20K Dataset
- How can I reconstruct domains separately?
- question about evaluation of mIOU and acc on CelebAMask-HQ dataset
- what is you parsing color in your paper? HOT 1
- ask for advice~
- having trouble with UI "qt.qpa.plugin issue" HOT 3
- Question about the SEAN module HOT 1
- can you provide the pretrained models on cityscapes and ade20k datasets? HOT 4
- The results from validation of train mode and inference mode are different each other.
- No module named 'data.coco_dataset' HOT 2
- how to prepare the custom datasets?
- AttributeError: 'ACE' object has no attribute 'fc_mu105' HOT 6
- labels HOT 2
- what does 'ACE' means? HOT 2
- pretrained models HOT 1
- Available platform plugins are: xcb, eglfs, linuxfb, minimal, minimalegl, offscreen, vnc, wayland-egl, wayland, wayland-xcomposite-egl, wayland-xcomposite-glx, webgl. HOT 1
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from sean.