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| Year | Seed | Record | Finishing Round | Coach |
| 1975 | - | 2 - 1 | Sweet Sixteen (2nd rd) | Jerry Tarkanian |
| 1976 | - | 1 - 1 | Sweet Sixteen (2nd rd) | Jerry Tarkanian |
| 1977 | - | 4 - 1 | National Semifinals (4th rd) | Jerry Tarkanian |
| 1983 | 3 | 0 - 1 | Round of 32 (2nd rd) | Jerry Tarkanian |
| 1984 | 5 | 2 - 1 | Sweet Sixteen (3rd rd) | Jerry Tarkanian |
| 1985 | 4 | 1 - 1 | Round of 32 (2nd rd) | Jerry Tarkanian |
| 1986 | 4 | 2 - 1 | Sweet Sixteen (3rd rd) | Jerry Tarkanian |
| 1987 | 1 | 4 - 1 | National Semifinals (5th rd) | Jerry Tarkanian |
| 1988 | 4 | 1 - 1 | Round of 32 (2nd rd) | Jerry Tarkanian |
| 1989 | 4 | 3 - 1 | Elite Eight (4th rd) | Jerry Tarkanian |
| 1990 | 1 | 6 - 0 | National Championship (6th rd) | Jerry Tarkanian |
| 1991 | 1 | 4 - 1 | National Semifinals (5th rd) | Jerry Tarkanian |
| 1998 | 12 | 0 - 1 | Round of 64 (1st rd) | Bill Bayno |
| 2000 | 10 | 0 - 1 | Round of 64 (1st rd) | Bill Bayno |
| 2007 | 7 | 2 - 1 | Sweet Sixteen (3rd rd) | Lon Kruger |
| 2008 | 8 | 1 - 1 | Round of 32 (2nd rd) | Lon Kruger |
| 2010 | 8 | 0 - 1 | Round of 64 (1st rd) | Lon Kruger |
