The performance of the model decreases as the number of training times increases

thuml / Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

http://transfer.thuml.ai

MIT License

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The performance of the model decreases as the number of training times increases #257

Closed zjuxiaobaiq closed 4 months ago

zjuxiaobaiq commented 9 months ago

hi ,i try to run “a-dapt” on my own datasets. However, the performance decrease when i run “a-dapt” multiple times. Could you give me some advices on what problem may happen?

thucbx99 commented 7 months ago

I think it may be because the pseudo labels are not accurate and lead to error accumulation. Can you provide the evaluation result (such as mAP) of each round?