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Retraining on the s3dis data had lower IoU

Open GuoliangShiIntel opened this issue 6 years ago • 1 comments

Hi, I attempted to retrain semantic segmentation on s3dis. When train on area 1,2,3,4,6 and test on area 5, I got same result in table 3 (mIoU 57.14). But, 6 folder cross validation , mIoU just 61.43. I use the same parameter in you paper. I don't know which area result lower than your. Could you give me your train result at every area, or your pretraining models. Best regards, G. Shi

GuoliangShiIntel avatar Nov 01 '19 02:11 GuoliangShiIntel

Hi, I attempted to retrain semantic segmentation on s3dis. When train on area 1,2,3,4,6 and test on area 5, I got same result in table 3 (mIoU 57.14). But, 6 folder cross validation , mIoU just 61.43. I use the same parameter in you paper. I don't know which area result lower than your. Could you give me your train result at every area, or your pretraining models. Best regards, G. Shi

Hello, @GuoliangShi .

I also cross validated area 5 . But I only got mIoU 53.63. Do you have any idea how to get similar performance as yours? Or maybe, the author trained them multiple times and report the best one from them?

guochengqian avatar Jun 25 '20 11:06 guochengqian