WP_List_table with form of method=GET redirects to wrong url after submit

Adding following code right inside <table> tag helped me:

<input type="hidden" name="page" value="<?php echo $_REQUEST['page'] ?>" />

So what’s in the value attr will be passed as page param while form sends.