Olsson also won eight medals at the ICF Canoe Sprint World Championships with a gold (K-2 500 m: 1993), three silvers (K-1 200 m: 1994, K-1 500 m: 1993, K-4 500 m: 1993) and four bronzes (K-1 200 m: 1995, K-2 500 m: 1991, K-4 200 m: 1995, K-4 500 m: 1994).