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guangpintao avatar guangpintao commented on September 27, 2024

The performance I reproduced 63.0 is lower than AA&LR ACM MM’2021 (63.9 VOC2012 valid announced in paper).

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rulixiang avatar rulixiang commented on September 27, 2024

For experiments with reg loss, the log and weight files can be found at #3 (comment). The full test code is now available here. I did use multiscale and flip inference before CRF. They're common post-processing steps for semantic segmentation, so I didn't expatriate the details in paper.
Since I didn't save the weights without reg loss, I repeated the experiments and got close results again. The new log and weights of the reproduced results are available here (log & weights).
I don't what's wrong with your experiments, but it looks like the reproduction is fine.

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guangpintao avatar guangpintao commented on September 27, 2024

Thank you for your patient reply. I'll try it soon.

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