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| Event | Athlete, Country | Time | Date |
| 50m | Alexander Popov, EUN | 21.91 | July 30, 1992 |
| 100m | Pieter van den Hoogenband, NED | 47.84 | Sept. 19, 2000 |
| 200m | Ian Thorpe, AUS | 1:44.71 | Aug. 16, 2004 |
| 400m | Ian Thorpe, AUS | 3:40.59 | Sept. 16, 2000 |
| 1500m | Grant Hackett, AUS | 14:43.40 | Aug. 21, 2004 |
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| Event | Athlete, Country | Time | Date |
| 100m | Aaron Peirsol, USA | 53.45 | Aug. 21, 2004 |
| 200m | Aaron Piersol, USA | 1:55.14 | Aug. 18, 2004 |
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| Event | Athlete, Country | Time | Date |
| 100m | Brendan Hansen, USA | 1:00.01 | Aug. 14, 2004 |
| 200m | Kosuke Kitajima, JPN | 2:09.44 | Aug. 18, 2004 |
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| Event | Athlete, Country | Time | Date |
| 100m | Michael Phelps, USA | 51.25 | Aug. 20, 2004 |
| 200m | Tom Malchow, USA | 1:55.35 | Sept. 19, 2000 |
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| Event | Athlete, Country | Time | Date |
| 200m | Michael Phelps, USA | 1:58.52 | Aug. 18, 2004 |
| 400m | Michael Phelps, USA | 4:08.26 | Aug. 14, 2004 |
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| Event | Team | Time | Date |
| 4x100m freestyle | South Africa | 3:13.17 | Aug. 15, 2004 |
| | (Schoeman, Ferns, Townsend, Neethling) |
| 4x200m freestyle | Australia | 7:07.05 | Sept. 19, 2000 |
| | (Thorpe, Klim, Pearson, Kirby) |
| 4x100m medley | United States | 3:30.68 | Aug. 21, 2004 |
| | (Piersol, Hansen, Crocker, Lezak) |
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| Event | Athlete, Country | Time | Date |
| 50m | Inge de Bruijn, NED | 24.13 | Sept. 22, 2000 |
| 100m | Jodie Henry, AUS | 53.52 | Aug. 18, 2004 |
| 200m | Heike Friedrich, GDR | 1:57.65 | Sept. 21, 1988 |
| 400m | Janet Evans, USA | 4:03.85 | Sept. 22, 1988 |
| 800m | Brooke Bennett, USA | 8:19.67 | Sept. 22, 2000 |
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| Event | Athlete, Country | Time | Date |
| 100m | Natalie Coughlin, USA | 59.68 | Aug. 21, 2004 |
| 200m | Krisztina Egerszegi, HUN | 2:07.06 | July 31, 1992 |
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| Event | Athlete, Country | Time | Date |
| 100m | Luo Xuejuan, CHN | 1:06.64 | Aug. 16, 2004 |
| 200m | Agnes Kovacs, HUN | 2:24.03 | Sept. 20, 2000 |
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| Event | Athlete, Country | Time | Date |
| 100m | Inge de Bruijn, NED | 56.61 | Sept. 17, 2000 |
| 200m | Misty Hyman, USA | 2:05.88 | Sept. 20, 2000 |
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| Event | Athlete, Country | Time | Date |
| 200m | Yana Klochkova, UKR | 2:10.68 | Sept. 19, 2000 |
| 400m | Yana Klochkova, UKR | 4:33.59 | Sept. 16, 2000 |
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| Event | Athlete, Country | Time | Date |
| 4x100m freestyle | Australia | 3:35.94 | Aug. 14, 2004 |
| | (Mills, Lenton, Thomas, Henry) |
| 4x200m freestyle | United States | 7:53.42 | Aug. 18, 2004 |
| | (Coughlin, Piper, Vollmer, Sandeno) |
| 4x100m medley | Australia | 3:57.32 | Aug. 21, 2004 |
| | (Rooney, Jones, Thomas, Henry) |
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