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sungwool / CFA_for_anomaly_localization

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The running result is inconsistent with README #16

Closed wangxiang0722 closed 1 year ago

wangxiang0722 commented 1 year ago

I use your source code, the running result is inconsistent with README, take screw as an example, image ROCAUC: 0.946. pixel ROCAUC: 0.984 pixel ROCAUC: 0.936. The result is still the same after multiple attempts. Your hyperparameters are not modified.

sungwool commented 1 year ago

Depending on the version of the libraries or hardware used, applying the same seed(or hyperparameters) may cause performance inconsistent. Excessive performance degradation occurs in certain classes, such as screws, which can be resolved by changing seeds.