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jamycheung / DELIVER

Repository of DELIVER dataset and CMNeXt models (CVPR 2023)
Apache License 2.0
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Unable to get 59.9 mIoU on MFNet data #5

Closed HaoZhang1018 closed 11 months ago

HaoZhang1018 commented 11 months ago

Thank you for this excellent work. I retrain CMNext on the MFNet dataset, but I am unable to achieve the scores reported in the original paper (I obtained mIoU: 57.63). The only difference is that I am using 4 RTX 3090 GPUs and modified the batch size to 3 due to memory constraints. Could you provide some advice to help me reproduce the reported scores (59.9)?

jamycheung commented 11 months ago

Hi, thanks for your interest. Sorry we have not verified our methods by using RTX 3090 GPUs and the batch size to 3. Maybe a larger epoch or different training strategy could be helpful. We appreciate that you provide this result reproduced from your side. Thanks.