关于baseline精度问题

Question

zylprivate opened this issue 3 years ago · comments

请问baseline 的参数设置和其他方法的设置一样吗，为什么baseline在噪声40%的结果偏高呢，大约0.8左右

Renjie PI · Answer 1 · Mon Oct 25 2021 16:33:50 GMT+0800 (China Standard Time)

I got the same problem, could the author clarify? Much appreciated

zylprivate · Answer 2 · Mon Nov 01 2021 13:37:01 GMT+0800 (China Standard Time)

I got the same problem, could the author clarify? Much appreciated

实验细节在arxiv的支撑材料里，baseline 随着epoch 的增加会过拟合这些噪声。不过baseline 结合 early-stop 也能取得很好的效果。

Renjie PI · Answer 3 · Tue Nov 16 2021 00:02:58 GMT+0800 (China Standard Time)

感谢回答，我跑baseline一样的epoch数，貌似也没有出现overfit的现象