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Why Bound has different results ?

Open ChenJunzhi-buaa opened this issue 2 years ago • 4 comments

Is "Bound" joint-training 100 classes?Why Bound has different results ? image

thank you!

ChenJunzhi-buaa avatar Feb 13 '23 00:02 ChenJunzhi-buaa

I use the same setting as below,but the joint training result is only 0.71 ? image

image

ChenJunzhi-buaa avatar Feb 13 '23 00:02 ChenJunzhi-buaa

Bound means: incremental learning with all the old samples reserved. Different protocols with different incremental sessions, therefore, have different average accuracies.

G-U-N avatar Feb 13 '23 03:02 G-U-N

Thank you ! So,What is your exemplars manage policy?Herding or Reservoir sampling? What‘s more,in a batch of 128,what is the propotion of new data and old data? Or, is the batch_size only the number of new data?

ChenJunzhi-buaa avatar Feb 13 '23 09:02 ChenJunzhi-buaa

Bound means: incremental learning with all the old samples reserved. Different protocols with different incremental sessions, therefore, have different average accuracies.

Bound is the average acc of "incremental learning with all the old samples reserved? And the last acc of "incremental learning with all the old samples reserved", is about 70 ?

ChenJunzhi-buaa avatar Feb 17 '23 06:02 ChenJunzhi-buaa