First, it is not okay to see that much difference based on seed selection.
Maybe your validation set is small, and you have big variance in your metric estimation.
If you want to publish a scientific paper you can run your code for 10 different seed and report best, average, and sigma for all 10 run and compare it to other methods.
Or if you want, you can search for best seed!!