J.J. Arrington rushed for the most yards in 2004, with 2,018 yards.

	NAME	RUSH YDS	SEASON	TM	GP	ATT	YPC	RUSH YDS/G	RUSH TD	REC YDS	REC	AVG	REC YDS/G	REC TD
1	J.J. Arrington	2,018	2004	CAL	12	289	7.0	168.2	15	121	21	5.8	10.1	0
2	DeAngelo Williams D. Williams	1,948	2004	MEM	12	313	6.2	162.3	22	210	18	11.7	17.5	1
3	Adrian Peterson A. Peterson	1,925	2004	OKLA	13	339	5.7	148.1	15	12	5	2.4	0.9	0
4	Cedric Benson C. Benson	1,834	2004	TEX	12	326	5.6	152.8	19	179	22	8.1	14.9	1
5	Jamario Thomas J. Thomas	1,801	2004	UNT	10	285	6.3	180.1	17	14	3	4.7	1.4	0
6	Ryan Moats R. Moats	1,774	2004	LT	12	288	6.2	147.8	18	116	15	7.7	9.7	1
7	Garrett Wolfe G. Wolfe	1,656	2004	NIU	11	256	6.5	150.5	18	117	10	11.7	10.6	3
8	Vernand Morency V. Morency	1,474	2004	OKST	11	258	5.7	134.0	12	101	5	20.2	9.2	1
9	Michael Hart M. Hart	1,455	2004	MICH	12	282	5.2	121.3	9	237	26	9.1	19.8	1
10	Noah Herron N. Herron	1,381	2004	NW	12	274	5.0	115.1	14	351	36	9.8	29.3	1
11	Andre Hall A. Hall	1,357	2004	USF	11	210	6.5	123.4	11	149	18	8.3	13.5	1
12	Laurence Maroney L. Maroney	1,348	2004	MINN	12	217	6.2	112.3	12	16	3	5.3	1.3	0
13	Darren Sproles D. Sproles	1,318	2004	KSU	11	244	5.4	119.8	11	223	32	7.0	20.3	0
14	Dewhitt Betterson D. Betterson	1,286	2004	TROY	12	256	5.0	107.2	9	5	5	1.0	0.4	0
15	Jerry Seymour J. Seymour	1,284	2004	CMU	11	262	4.9	116.7	5	413	47	8.8	37.5	0
16	Marion Barber III M. Barber III	1,269	2004	MINN	12	231	5.5	105.8	11	27	3	9.0	2.3	0
17	Carlton Jones C. Jones	1,269	2004	ARMY	11	209	6.1	115.4	17	237	26	9.1	21.5	0
18	Ciatrick Fason C. Fason	1,267	2004	FLA	12	222	5.7	105.6	10	266	35	7.6	22.2	2
19	Dominique Dorsey D. Dorsey	1,260	2004	UNLV	11	226	5.6	114.5	6	55	11	5.0	5.0	0
20	Cornell Brockington C. Brockington	1,218	2004	CONN	12	238	5.1	101.5	11	231	34	6.8	19.3	1
21	Howard Jackson H. Jackson	1,187	2004	UTEP	12	239	5.0	98.9	10	268	30	8.9	22.3	1
22	Carnell Williams C. Williams	1,165	2004	AUB	13	239	4.9	89.6	12	152	21	7.2	11.7	1
23	Kyle Eckel K. Eckel	1,147	2004	NAVY	12	235	4.9	95.6	11	52	4	13.0	4.3	0
24	Terrence Whitehead T. Whitehead	1,144	2004	ORE	11	200	5.7	104.0	6	405	44	9.2	36.8	2
25	Gerald Riggs Jr. G. Riggs Jr.	1,107	2004	TENN	13	193	5.7	85.2	6	37	8	4.6	2.8	0