gasharper / PyramidFlow

[CVPR 2023] PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow
MIT License
56 stars 14 forks source link

Difficult to reproduce paper results #5

Closed CH-ORGI closed 1 year ago

CH-ORGI commented 1 year ago

What is the reason why the Image-level AUROC metric and the Pixel-level pAUROC metric are particularly low, only 0.575 and 0.872 respectively, when running the screw category with default settings?

gasharper commented 1 year ago

Try setting resnet34 as an encoder for the screw category, or setting num_layer = 4.