They did get their asses kicked by the Japanese at Port Arthur. Other than that the Russian navy is famous for mutiny.
In fact they scored well against Swedes and Ottomans before. Port Arthur was a surprise attack, much like a Pearl Harbor(thus it is a little excuse considering Russian overall poor performance during Russo-Japanese War).