KaiyangZhou / Dassl.pytorch

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
MIT License
1.23k stars 171 forks source link

Effect of random seed on experimental results #70

Open SmartNight-cc opened 1 month ago

SmartNight-cc commented 1 month ago

I was interested in your work, so I downloaded the code to try it out. However, under the Settings of M=16, Shot=5, CTP=middle, the test acc of the three random seeds is very different, respectively: 67.7%,73.3%,64.0%。What might be the reason for this? As a rule of thumb, random seeds should not have such a large effect on experimental performance. Looking forward to your reply!