Hi, we lost access to Sandbox via SAML SSO. Only username-password way works

If it is refreshed recently, you need to redo the SAML Setup for the SandBox.

Yes. but I forgot to do that month ago when refreshed and has been working until today. very very strange IDP is loaded and everything works fine now