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csbhr avatar csbhr commented on August 15, 2024

Thanks for your attention.
If you want to test on GOPRO dataset, please make sure that it uses the pretrained model named "CDVD_TSP_GOPRO.pt".

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ZYzhouya avatar ZYzhouya commented on August 15, 2024

Thanks for your attention.
If you want to test on GOPRO dataset, please make sure that it uses the pretrained model named "CDVD_TSP_GOPRO.pt".

Thanks for your reply: )!For GOPRO dataset, I'm sure I use "CDVD_TSP_GOPRO.pt", and for DVD dataset, I use "CDVD_TSP_DVD_Convergent.pt" which also cannot obtain the reported results.

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csbhr avatar csbhr commented on August 15, 2024

I just re-downloaded the GOPRO test dataset and the pretrained model from the given link "https://drive.google.com/drive/folders/1lw_1jITafEQ9DvMys_S6aYwtNApYKWsz?usp=sharing".

And, I ran the commands:
cd ./code
python inference.py --default_data GOPRO

Then, I got the same results reported in the paper.
So, please make sure that you followed the "https://github.com/csbhr/CDVD-TSP#quick-test" steps in the README.

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ZYzhouya avatar ZYzhouya commented on August 15, 2024

I just re-downloaded the GOPRO test dataset and the pretrained model from the given link "https://drive.google.com/drive/folders/1lw_1jITafEQ9DvMys_S6aYwtNApYKWsz?usp=sharing".

And, I ran the commands:
cd ./code
python inference.py --default_data GOPRO

Then, I got the same results reported in the paper.
So, please make sure that you followed the "https://github.com/csbhr/CDVD-TSP#quick-test" steps in the README.

Thanks for your efforts!

I use the below command to test the performance previously:
python main.py --dir_data ../dataset/GOPRO/train --dir_data_test ../dataset/GOPRO/test --epochs 1 --batch_size 8 --test_only --pre_train ../pretrain_models/CDVD_TSP_GOPRO.pt

And following your last reply, I have retested the performance on the two datasets again using the quick-test commands you recommend. But I still can't obtain the reported performance (only about 28.+dB).

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csbhr avatar csbhr commented on August 15, 2024

You can try to re-download the codes, test datasets and pretrained models.
Then run the commands again:
cd ./code
python inference.py --default_data GOPRO

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csbhr avatar csbhr commented on August 15, 2024

Here is the inference log on GOPRO dataset, that I tested last night.
https://drive.google.com/file/d/1nMDERzlZRgkszPZcl8kIlFTf0CPQj824/view?usp=sharing

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ZYzhouya avatar ZYzhouya commented on August 15, 2024

You can try to re-download the codes, test datasets and pretrained models.
Then run the commands again:
cd ./code
python inference.py --default_data GOPRO

I re-download the codes and re-test the performance again. Finally obtain the results:
Total AVG-PSNR=28.565, AVG-SSIM=0.8746
So it seems a little strange. Whether you modify the codes after releasing the work or use another pretrained model to test?

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csbhr avatar csbhr commented on August 15, 2024

Again, I downloaded the codes, pre-trained models and test dataset.
I did not modify anything, just ran the commands:
cd ./code
python inference.py --default_data GOPRO

Then, I got the same results reported in the paper.
Please check whether there is something wrong with your operation.

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