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Hey @QingXiaoYan, indeed, that's might be the case, I would recommend to visualize predictions and ground truth for the low score classes to inspect it.
It seems that there are issues with the annotations in the Camvid dataset. No matter how I train it, the IoU for some categories is particularly low.
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