| Season | League | Conference | Head Coach | Conference Results | Regular Season | Conference Results | NCAA Tournament |
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| Wins | Losses | Ties | Wins | Losses | Ties |
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| Penn State Nittany Lions |
| 1952 | NCAA | Independent | Joe Bedenk | | | | 15 | 4 | 0 | | CWS, 3rd place |
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| 1955 | NCAA | Independent | | | | | | | | District 2 Semifinals |
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| 1956 | NCAA | Independent | | | | | | | | District 2 Semifinals |
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| 1957 | NCAA | Independent | 0 | 0 | 0 | 19 | 0 | 0 | | District 2 Champions CWS, 2nd place |
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| 1958 | NCAA | Independent | | | | | | | | District 2 Semifinals |
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| 1959 | NCAA | Independent | | | | 15 | 4 | 0 | | District 2 Champions CWS, 3rd place |
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| 1962 | NCAA | Independent | | | | | | | | | District 2 Semifinals |
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| 1963 | NCAA | Independent | Chuck Medlar | | | | 13 | 4 | 0 | | District 2 Champions CWS, 5th place |
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| 1965 | NCAA | Independent | 0 | 0 | 0 | 0 | 0 | 0 | | |
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| 1966 | NCAA | Independent | 0 | 0 | 0 | 15 | 8 | 0 | | |
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| 1967 | NCAA | Independent | 0 | 0 | 0 | 16 | 8 | 1 | | District 2 Semifinals |
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| 1968 | NCAA | Independent | 0 | 0 | 0 | 10 | 12 | 0 | | |
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| 1969 | NCAA | Independent | 0 | 0 | 0 | 14 | 8 | 0 | | |
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| 1970 | NCAA | Independent | 0 | 0 | 0 | 17 | 8 | 0 | | District 2 Semifinals |
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| 1971 | NCAA | Independent | 0 | 0 | 0 | 15 | 6 | 0 | | District 2 Semifinals |
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| 1972 | NCAA | Independent | 0 | 0 | 0 | 18 | 5 | 1 | | District 2 Finals |
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| 1973 | NCAA | Independent | 0 | 0 | 0 | 19 | 7 | 0 | | District 2 Champions CWS, 7th place |
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| 1974 | NCAA | Independent | 0 | 0 | 0 | 18 | 6 | 1 | | District 2 Semifinals |
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| 1975 | NCAA | Independent | 0 | 0 | 0 | 22 | 9 | 0 | | Mideast Regional |
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| 1976 | NCAA | Independent | 0 | 0 | 0 | 18 | 8 | 0 | | Northeast Regional |
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| 1977 | NCAA | Independent | 0 | 0 | 0 | 18 | 6 | 0 | | |
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| 1978 | NCAA | Independent | 0 | 0 | 0 | 17 | 6 | 2 | | |
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| 1979 | NCAA | Eastern 8 | 0 | 0 | 0 | 20 | 5 | 0 | 5 Seed, 2-1 | |
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| 1980 | NCAA | Independent | 0 | 0 | 0 | 17 | 7 | 0 | | |
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| 1981 | NCAA | Independent | 0 | 0 | 0 | 17 | 12 | 0 | | |
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| 1982 | NCAA | Independent | Shorty Stoner | 0 | 0 | 0 | 17 | 11 | 0 | | |
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| 1983 | NCAA | Atlantic 10 | 9 | 1 | 0 | 16 | 23 | 0 | 1 Seed West Division, 0-2, Lost to Temple in Title Game | |
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| 1984 | NCAA | Atlantic 10 | 9 | 5 | 0 | 24 | 17 | 0 | 2 Seed West Division, 1-2, Lost to Temple in Lower Final | |
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| 1985 | NCAA | Atlantic 10 | 11 | 4 | 0 | 32 | 14 | 0 | 2 Seed West Division, 1-2, Lost to West Virginia in Lower Final | |
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| 1986 | NCAA | Atlantic 10 | 8 | 7 | 0 | 29 | 19 | 0 | 3 Seed West Division (Did not Qualify) | |
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| 1987 | NCAA | Atlantic 10 | 12 | 6 | 0 | 29 | 19 | 0 | 2 Seed West Division, 0-2, Lost to UMass in Lower Round 1 | |
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| 1988 | NCAA | Atlantic 10 | 9 | 8 | 0 | 24 | 26 | 0 | 3 Seed West Division (Did not Qualify) | |
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| 1989 | NCAA | Atlantic 10 | 12 | 4 | 0 | 23 | 19 | 1 | 2 Seed West Division, 0-2, Lost to GWU in Lower Round 1 | |
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| 1990 | NCAA | Atlantic 10 | 6 | 10 | 0 | 22 | 23 | 0 | 4 Seed West Division (Did not Qualify) | |
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| 1991 | NCAA | Atlantic 10 | Joe Hindelang | 14 | 6 | 0 | 25 | 20 | 0 | 1 Seed West Division, 1-2, Lost to Rutgers in Lower Final | |
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| 1992 | NCAA | Big Ten | 11 | 17 | 0 | 24 | 24 | 0 | 8 Seed (Did not Qualify) | |
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| 1993 | NCAA | Big Ten | 5 | 23 | 0 | 15 | 28 | 0 | 10 Seed (Did not Qualify) | |
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| 1994 | NCAA | Big Ten | 12 | 15 | 0 | 25 | 24 | 0 | 6 Seed (Did not Qualify) | |
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| 1995 | NCAA | Big Ten | 13 | 13 | 0 | 25 | 29 | 0 | 5 Seed (Did not Qualify) | |
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| 1996 | NCAA | Big Ten | 19 | 8 | 0 | 32 | 24 | 0 | 1 Seed, 1-2, Eliminated by Illinois in Lower Final | |
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| 1997 | NCAA | Big Ten | 12 | 14 | 0 | 29 | 24 | 0 | 6 Seed (Did not Qualify) | |
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| 1998 | NCAA | Big Ten | 15 | 11 | 0 | 28 | 24 | 0 | 4 Seed, 1-2, Eliminated by Illinois in Lower Final | |
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| 1999 | NCAA | Big Ten | 12 | 15 | 0 | 32 | 23 | 0 | 6 Seed (Did not Qualify) | |
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| 2000 | NCAA | Big Ten | 18 | 9 | 0 | 41 | 17 | 0 | 2 Seed, 3-2, Eliminated by Illinois in Final | Montclair Regional Champions Austin Super Regional |
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| 2001 | NCAA | Big Ten | 15 | 11 | 0 | 29 | 29 | 0 | 4 Seed, 1-2, Eliminated by Michigan in Third Round | |
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| 2002 | NCAA | Big Ten | 11 | 19 | 0 | 23 | 30 | 0 | 10 Seed (Did not Qualify) | |
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| 2003 | NCAA | Big Ten | 17 | 15 | 0 | 29 | 28 | 0 | 4 Seed, 3-2, Eliminated by Ohio State in Lower Final | |
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| 2004 | NCAA | Big Ten | 17 | 15 | 0 | 28 | 29 | 0 | 6 Seed, 0-2, Eliminated by Michigan State in Lower Round 1 | |
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| 2005 | NCAA | Big Ten | Robbie Wine | 13 | 19 | 0 | 28 | 27 | 0 | 8 Seed (Did not Qualify) | |
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| 2006 | NCAA | Big Ten | 13 | 19 | 0 | 26 | 30 | 0 | 8 Seed (Did not Qualify) | |
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| 2007 | NCAA | Big Ten | 20 | 10 | 0 | 31 | 26 | 0 | 3 Seed, 3-2, Eliminated by Minnesota in Lower Final | |
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| 2008 | NCAA | Big Ten | 17 | 15 | 0 | 27 | 31 | 0 | 3 Seed, 1-2, Eliminated by Indiana in Lower Round 3 | |
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| 2009 | NCAA | Big Ten | 8 | 16 | 0 | 25 | 26 | 0 | 8 Seed (Did not Qualify) | |
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| 2010 | NCAA | Big Ten | 9 | 15 | 0 | 22 | 30 | 0 | 10 Seed (Did not Qualify) | |
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| 2011 | NCAA | Big Ten | 12 | 12 | 0 | 32 | 22 | 0 | 6 Seed, 0-2, Eliminated by Minnesota in Lower Round 1 | |
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| 2012 | NCAA | Big Ten | 15 | 9 | 0 | 29 | 27 | 0 | 3 Seed, 0-2, Eliminated by Nebraska in Lower Round 1 | |
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| 2013 | NCAA | Big Ten | 4 | 20 | 0 | 14 | 36 | 0 | 10 Seed (Did not Qualify) | |
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| 2014 | NCAA | Big Ten | Rob Cooper | 5 | 18 | 0 | 18 | 32 | 0 | 10 Seed (Did not Qualify) | |
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| 2015 | NCAA | Big Ten | 6 | 16 | 0 | 18 | 30 | 0 | 12 Seed (Did not Qualify) | |
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| 2016 | NCAA | Big Ten | 12 | 12 | 0 | 28 | 27 | 0 | 10 Seed (Did not Qualify) | |
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| 2017 | NCAA | Big Ten | 4 | 20 | 0 | 18 | 37 | 0 | 13 Seed (Did not Qualify) | |
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| 2018 | NCAA | Big Ten | 3 | 21 | 0 | 15 | 34 | 0 | 13 Seed (Did not Qualify) | |
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| 2019 | NCAA | Big Ten | 4 | 18 | 0 | 22 | 27 | 0 | 13 Seed (Did not Qualify) | |
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| 2020 | NCAA | Big Ten | 0 | 0 | 0 | 10 | 5 | 0 | Was not held due to COVID-19 pandemic | |
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| 2021 | NCAA | Big Ten | 18 | 24 | 0 | 18 | 24 | 0 | Was not held due to COVID-19 pandemic | |
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| 2022 | NCAA | Big Ten | 26 | 29 | 0 | 11 | 13 | 0 | 6 Seed, 1-2, Eliminated by Rutgers in Second Round | |
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| 2023 | NCAA | Big Ten | 7 | 16 | 0 | 25 | 25 | 0 | 12 Seed, (Did not Qualify) | |
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| 2024 | NCAA | Big Ten | Mike Gambino | 12 | 12 | 0 | 29 | 24 | 0 | 7 Seed, 3-1, Lost to Nebraska in Big Ten Championship game | |
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| Total | 475 | 557 | 0 | 1380 | 1190 | 6 | Final Standings, Tournament Record, Final Game |
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