Datasets:

multabench
/

core-text-reg-montgomery-salaries

full_name stringlengths 7 38	gender stringclasses 2 values	2016_gross_pay_received float64 0 314k ⌀	2016_overtime_pay float64 -2,222.85 125k ⌀	department stringclasses 37 values	department_name stringclasses 37 values	division stringclasses 694 values	assignment_category stringclasses 2 values	employee_position_title stringclasses 385 values	underfilled_job_title stringclasses 84 values	date_first_hired timestamp[ns]date 1965-09-30 00:00:00 2016-12-27 00:00:00	current_annual_salary float64 9.2k 303k
Aarhus, Pam J.	F	71,225.98	416.1	POL	Department of Police	MSB Information Mgmt and Tech Division Records Management Section	Fulltime-Regular	Office Services Coordinator	null	1986-09-22T00:00:00	69,222.18
Aaron, David J.	M	103,088.48	3,326.19	POL	Department of Police	ISB Major Crimes Division Fugitive Section	Fulltime-Regular	Master Police Officer	null	1988-09-12T00:00:00	97,392.47
Aaron, Marsha M.	F	107,000.24	1,353.32	HHS	Department of Health and Human Services	Adult Protective and Case Management Services	Fulltime-Regular	Social Worker IV	null	1989-11-19T00:00:00	104,717.28
Ababio, Godfred A.	M	57,819.04	3,423.07	COR	Correction and Rehabilitation	PRRS Facility and Security	Fulltime-Regular	Resident Supervisor II	null	2014-05-05T00:00:00	52,734.57
Ababu, Essayas	M	95,815.17	null	HCA	Department of Housing and Community Affairs	Affordable Housing Programs	Fulltime-Regular	Planning Specialist III	null	2007-03-05T00:00:00	93,396
Abbamonte, Drew B.	M	80,926.43	9,111.09	POL	Department of Police	PSB 6th District Special Assignment Team	Fulltime-Regular	Police Officer III	null	2007-07-16T00:00:00	70,435
Abdalla, Eiman M.	F	27,820.02	null	FRS	Fire and Rescue Services	EMS Billing	Fulltime-Regular	Accountant/Auditor II	null	2016-06-27T00:00:00	60,300
Abdelmoniem, Marwan M.	M	62,588.67	null	HHS	Department of Health and Human Services	Head Start	Fulltime-Regular	Administrative Specialist II	null	2014-11-17T00:00:00	64,788.65
Abdool, Daniel Z.	M	null	null	FRS	Fire and Rescue Services	Recruit Training	Fulltime-Regular	Firefighter/Rescuer III	Firefighter/Rescuer I (Recruit)	2016-12-12T00:00:00	45,261
Abdul-Ghani, Hasinah J.	F	49,336.12	275.03	POL	Department of Police	FSB Traffic Division Automated Traffic Enforcement Section	Fulltime-Regular	Police Aide	null	2007-02-05T00:00:00	47,670.09
Abduljabar, Saeed	M	81,310.63	18,163.22	DGS	Department of General Services	Facilities Maintenance	Fulltime-Regular	Electrician I	null	2014-01-13T00:00:00	63,492.87
Abdur-Raheem, Mikaeel A.	M	72,901.28	16,565.63	DOT	Department of Transportation	Transit Silver Spring Ride On	Fulltime-Regular	Bus Operator	null	2002-04-28T00:00:00	58,671.02
Abebe, Hiruth	F	170,004.54	null	HHS	Department of Health and Human Services	STD and HIV Services	Parttime-Regular	Medical Doctor III - Physician	null	2003-12-01T00:00:00	152,343.2
Abebe, Zekarias S.	M	51,947.72	3,556.71	DOT	Department of Transportation	Transit Nicholson Ride On	Fulltime-Regular	Bus Operator	null	2008-03-02T00:00:00	46,626.87
Abedin, Amirreza	M	47,902.78	8,556.93	DOT	Department of Transportation	Transportation Management	Fulltime-Regular	Traffic Management Technician II	Traffic Management Technician I	2015-12-14T00:00:00	40,631.32
Abell, Jennifer L.	F	34,473.61	2,244.43	POL	Department of Police	MSB Communications Division	Fulltime-Regular	Public Safety Communications Specialist III	Public Safety Communications Specialist I	2016-02-22T00:00:00	41,220.18
Abelove, Sherry R.	F	95,354.22	202.15	HHS	Department of Health and Human Services	Adult Protective and Case Management Services	Fulltime-Regular	Social Worker III	null	2006-06-26T00:00:00	97,190.31
Abera, Yoseph M.	M	119,584.75	339.84	DTS	Department of Technology Services	ERP Technical Support	Fulltime-Regular	Senior Information Technology Specialist	null	2005-03-07T00:00:00	118,400
Abi Jomaa, Rania F.	F	56,433.1	null	LIB	Department of Public Libraries	Olney Library	Fulltime-Regular	Library Assistant I	null	2000-01-26T00:00:00	55,139.66
Abijomaa, Ryan Z.	M	19,311.23	null	LIB	Department of Public Libraries	Long Branch Library	Parttime-Regular	Library Assistant I	null	2010-11-22T00:00:00	18,881.74
Abitu, Lydia B.	F	48,548.29	8,149.37	DOT	Department of Transportation	Transit Gaithersburg Ride On	Fulltime-Regular	Bus Operator	null	2014-06-30T00:00:00	42,053.83
Abkarian, Maral	F	10,926.71	47.1	POL	Department of Police	FSB Traffic Division School Safety Section	Parttime-Regular	Crossing Guard	null	2004-03-08T00:00:00	21,766.2
Abouraya, Nadia L.	F	16,705.32	null	HHS	Department of Health and Human Services	Community Support Network for People with Disabilities	Parttime-Regular	Office Clerk	null	2010-05-04T00:00:00	17,269
Abraham, Teanna M.	null	null	null	REC	Department of Recreation	Neighborhood Senior Centers - Northern	Fulltime-Regular	Recreation Specialist	null	2016-12-27T00:00:00	58,000
Abram, Gregory L.	M	72,705.43	3,660.35	DGS	Department of General Services	Fleet Automotive Heavy Equipment	Fulltime-Regular	Mechanic Technician II	null	2007-04-16T00:00:00	65,699.03
Abuan, Jhason T.	M	158,841.72	null	FIN	Department of Finance	Information Technology	Fulltime-Regular	Manager II	null	2005-12-12T00:00:00	156,516.65
Accardi, Denis E. Jr.	M	24,713.92	1,629.96	DLC	Department of Liquor Control	Kingsview	Parttime-Regular	Liquor Store Clerk I	null	2016-03-28T00:00:00	27,805.44
Acea-Green, Ernesto	M	80,204.28	14,767.7	DOT	Department of Transportation	Transit Silver Spring Ride On	Fulltime-Regular	Bus Operator	null	2000-03-05T00:00:00	62,836.91
Acevedo, William H.	M	50,369.05	495.33	POL	Department of Police	MSB Information Management and Technology Division	Fulltime-Regular	Information Technology Technician III	null	2014-10-20T00:00:00	53,148.66
Acharya, Namita S.	F	85,119.22	null	CCL	County Council	Council Central Staff	Fulltime-Regular	Information Technology Specialist III	null	2006-12-26T00:00:00	87,758.24
Acheampong, Calvin	M	42,154.35	3,685.07	DLC	Department of Liquor Control	Beer Warehouse Operations	Fulltime-Regular	Supply Technician III	Supply Technician II	2007-10-10T00:00:00	38,953.38
Achiaw, Mabel O.	F	98,612.02	null	HHS	Department of Health and Human Services	Medical Assistance Eligibility Services	Fulltime-Regular	Income Assistance Program Supervisor	null	1990-01-16T00:00:00	97,912
Acosta Aguilar, Ana K.	F	3,266.4	202	POL	Department of Police	MSB Personnel Division	Parttime-Regular	Police Cadet	null	2015-02-15T00:00:00	16,049
Acosta, Kievis D.	M	34,724.74	1,706.57	DLC	Department of Liquor Control	Kensington	Parttime-Regular	Liquor Store Clerk I	null	2015-06-15T00:00:00	28,772.07
Adami, Michael E.	M	95,579	6,526.52	POL	Department of Police	ISB Criminal Investigations Division Financial Crimes Section	Fulltime-Regular	Police Officer III	null	2003-07-21T00:00:00	86,588
Adam, Monique L.	F	11,538.78	923.11	DGS	Department of General Services	Central Duplicating	Fulltime-Regular	Imaging Operator II	null	2016-09-06T00:00:00	40,000
Adams, Anthony J.	M	65,089.41	19,862.59	DOT	Department of Transportation	Transit Silver Spring Ride On	Fulltime-Regular	Bus Operator	null	2012-07-16T00:00:00	45,048.5
Adams, Bruce T.	M	183,028.06	null	CEC	Community Engagement Cluster	Community Partnerships	Fulltime-Regular	Director Office of Community Partnerships	null	2007-03-19T00:00:00	176,837
Adams, Christopher J.	M	80,395.26	6,067.75	DTS	Department of Technology Services	ETSD Telephone Services	Fulltime-Regular	Telecommunications Technician	null	2013-10-07T00:00:00	73,801
Adams, Daniel J.	M	78,334.59	null	DLC	Department of Liquor Control	Licensure, Regulation and Education	Fulltime-Regular	Alcohol/Tobacco Enforcement Specialist II	null	2008-11-10T00:00:00	80,980.21
Adams, Derrick J.	M	74,377.42	13,811.69	DOT	Department of Transportation	Transit Silver Spring Ride On	Fulltime-Regular	Bus Operator	null	1999-02-07T00:00:00	64,141
Adams, Laura I.	F	68,271.21	null	POL	Department of Police	MSB Management and Budget Division	Fulltime-Regular	Administrative Specialist III	null	2008-11-24T00:00:00	70,671.77
Adams, Matthew G.	M	100,479.08	30,028.1	FRS	Fire and Rescue Services	Station 16	Fulltime-Regular	Firefighter/Rescuer III	null	2006-10-09T00:00:00	68,015
Adams, Myron E.	M	65,622.23	8,371.85	DGS	Department of General Services	Facilities	Fulltime-Regular	Office Services Coordinator	null	1996-12-16T00:00:00	58,867.29
Adams, Norman C. JR..	M	87,844.88	1,819.57	SHF	Sheriff's Office	Court and Transport	Fulltime-Regular	Deputy Sheriff III	null	1997-09-29T00:00:00	85,405
Adams, T'Keya R.	F	47,903.02	7,334.27	DOT	Department of Transportation	Transit Silver Spring Ride On	Fulltime-Regular	Bus Operator	null	2015-09-28T00:00:00	40,631.32
Adams, Tzu-Huei J.	F	87,980.98	null	DPS	Department of Permitting Services	Central Services Unit	Fulltime-Regular	Administrative Specialist II	null	1988-01-03T00:00:00	86,673.48
Adamu, Jamila H.	F	104,650.35	16,466.95	POL	Department of Police	MSB Communications Division	Fulltime-Regular	Public Safety Emergency Communications Supervisor	null	1996-08-05T00:00:00	93,396
Adarkwa, Grace O.	F	70,738.23	null	HHS	Department of Health and Human Services	Emergency Housing Assistance	Fulltime-Regular	Community Services Aide III	null	1992-08-03T00:00:00	72,445.29
Adcock, Gerald W. Sr.	M	120,715.86	null	DTS	Department of Technology Services	ETSD Radio Communications Services	Fulltime-Regular	Manager III	null	2012-07-16T00:00:00	123,803.77
Addison, Adria D.	F	118,049.12	56,257.15	COR	Correction and Rehabilitation	DS MCCF Unit 3 Security	Fulltime-Regular	Correctional Officer III (Corporal)	null	2005-11-28T00:00:00	67,384
Addison, Antoinette E.	F	36,544.86	1,806.39	DLC	Department of Liquor Control	Clarksburg Village	Parttime-Regular	Liquor Store Clerk I	null	2012-11-09T00:00:00	29,779.06
Addison, Joseph C.	M	76,876.57	29,225.04	DOT	Department of Transportation	Transit Gaithersburg Ride On	Fulltime-Regular	Bus Operator	null	2008-03-02T00:00:00	46,626.08
Addison, Steven J.	M	61,014.55	17,747.29	DOT	Department of Transportation	Transit Gaithersburg Ride On	Fulltime-Regular	Bus Operator	null	2014-05-27T00:00:00	42,053.83
Addo, Robert K.	M	39,080.01	2,314.04	DLC	Department of Liquor Control	Flower Avenue	Parttime-Regular	Liquor Store Clerk I	null	2014-12-01T00:00:00	29,779.09
Addy, Maame A.	F	58,599.26	5,183.44	HHS	Department of Health and Human Services	Income Supports	Fulltime-Regular	Income Assistance Program Specialist II	null	2007-05-14T00:00:00	54,272.21
Adebayo, Ruth	F	39,085.85	2,069.72	DLC	Department of Liquor Control	Goshen Crossing	Parttime-Regular	Liquor Store Clerk I	null	2013-07-28T00:00:00	29,779.06
Adegun, Yisa F.	M	99,498.48	21,398.94	DOT	Department of Transportation	Highway Administration	Fulltime-Regular	Highway Inspector II	null	1996-04-14T00:00:00	78,402.89
Ade, Priscilla N.	F	92,012.84	723.33	HHS	Department of Health and Human Services	Adult Protective Services - Nurse Assessment	Fulltime-Regular	Community Health Nurse II	null	2007-09-17T00:00:00	94,373.24
Adetona, Bola	F	113,129.88	null	DLC	Department of Liquor Control	IT Administration	Fulltime-Regular	Information Technology Specialist III	null	1999-07-18T00:00:00	107,657
Adetunji, Emmanuel A.	M	84,072.82	null	HHS	Department of Health and Human Services	Medical Assistance Eligibility Services	Fulltime-Regular	Income Assistance Program Specialist II	null	1988-10-19T00:00:00	83,497.98
Adetunji-Sherman, Sando	F	96,963.15	null	HHS	Department of Health and Human Services	Permanent Supportive Housing	Fulltime-Regular	Social Worker II	null	1988-05-18T00:00:00	96,197.88
Adjei, Lucil	F	76,536.76	null	HHS	Department of Health and Human Services	Home Care Services	Fulltime-Regular	Community Services Aide III	null	1994-03-14T00:00:00	76,015.03
Adkins, Jake B.	M	64,188.55	686.41	DOT	Department of Transportation	Transportation Technical Center	Fulltime-Regular	Traffic Field Service Technician II	null	1979-11-26T00:00:00	63,067.93
Adkinson, Houston R.	M	62,496.72	16,483.08	DOT	Department of Transportation	Highway Services	Fulltime-Regular	Equipment Operator I	null	2006-10-30T00:00:00	46,325.18
Adu, Michael O.	M	121,591.53	9,943.83	DPS	Department of Permitting Services	Team 1 Residential Plan Review	Fulltime-Regular	Senior Permitting Services Specialist	null	1989-03-13T00:00:00	110,886.71
Afful, Abena A.	F	6,583.6	null	HHS	Department of Health and Human Services	Income Supports	Fulltime-Regular	Income Assistance Program Specialist II	Income Assistance Program Specialist I	2016-10-17T00:00:00	42,792
Afifi, Alice M.	F	95,995.09	68.36	POL	Department of Police	MSB Personnel Division	Fulltime-Regular	Administrative Specialist III	null	1989-04-10T00:00:00	95,263.92
Afifi, Mohammad A.	M	65,089.73	5,373.29	POL	Department of Police	PSB 4th District Patrol	Fulltime-Regular	Police Officer III	Police Officer II	2012-07-16T00:00:00	60,501
Afinnih, Layiwola	M	118,453.7	6,805.89	DPS	Department of Permitting Services	Team 1 Residential Plan Review	Fulltime-Regular	Senior Permitting Services Specialist	null	1988-04-18T00:00:00	110,886.71
Aftabizadeh, Parvaneh	F	19,266.26	null	LIB	Department of Public Libraries	Bethesda Library	Parttime-Regular	Library Aide	null	2005-07-08T00:00:00	18,247.04
Agbeshie, Seth A.	M	94,062.87	null	FIN	Department of Finance	Treasury Operations	Fulltime-Regular	Accountant/Auditor III	null	1999-04-19T00:00:00	93,396
Agbor, Seraphine O.	F	87,021.58	16,069.48	COR	Correction and Rehabilitation	DS Health Services	Fulltime-Regular	Correctional Health Nurse II	null	2015-11-02T00:00:00	68,940.72
Agee, Jennifer	F	71,626.44	null	DEP	Department of Environmental Protection	Management Services	Fulltime-Regular	Administrative Specialist II	null	2011-01-31T00:00:00	74,426.11
Agugua, Ngozi V.	F	79,459.58	null	HHS	Department of Health and Human Services	Area Health Centers	Fulltime-Regular	Administrative Specialist III	null	2012-03-26T00:00:00	80,947.6
Aguilar De Rivas, Mery J.	F	9,272.73	1.13	HHS	Department of Health and Human Services	Child Welfare Services	Fulltime-Regular	Social Worker II	null	2016-10-17T00:00:00	57,300
Aguilar, Marco A.	M	12,980.54	null	HHS	Department of Health and Human Services	School Health Services Center	Parttime-Regular	School Health Room Technician I	null	2016-07-26T00:00:00	28,461.33
Aguilera, Marisol	F	68,038.33	2,040.71	HHS	Department of Health and Human Services	Medical Assistance Eligibility Services	Fulltime-Regular	Income Assistance Program Specialist II	null	2005-03-21T00:00:00	64,827.88
Aguiniga, Marco S.	M	73,181.37	13,989.08	POL	Department of Police	PSB 3rd District Patrol	Fulltime-Regular	Police Officer III	Police Officer II	2013-08-12T00:00:00	58,455
Aguirre, Glenda M.	F	59,804.2	888.22	HHS	Department of Health and Human Services	Area Health Centers	Fulltime-Regular	Community Services Aide III	null	2006-06-12T00:00:00	58,322.67
Aguirre, Luis R.	M	72,835.92	null	HHS	Department of Health and Human Services	Latino Health Initiative	Fulltime-Regular	Program Specialist II	null	2014-04-07T00:00:00	73,810.48
Aguirre, Mery S.	F	52,203.86	303.75	HHS	Department of Health and Human Services	Child Welfare Services	Fulltime-Regular	Community Services Aide III	null	2006-10-30T00:00:00	51,355.01
Agyekum, George S.	M	79,259.59	30,611.07	DOT	Department of Transportation	Transit Gaithersburg Ride On	Fulltime-Regular	Bus Operator	null	2008-02-11T00:00:00	46,626.87
Agyeman, Alberta O.	F	68,936.73	null	HHS	Department of Health and Human Services	Child Welfare Services	Fulltime-Regular	Social Worker III	null	2008-06-23T00:00:00	70,319.8
Ahluwalia, Uma S.	F	236,377	null	HHS	Department of Health and Human Services	Director's Office	Fulltime-Regular	Director Department of Health and Human Services	null	2007-02-13T00:00:00	228,383
Ahmad, Fatima M.	F	48,715.52	254.26	HHS	Department of Health and Human Services	Income Supports	Fulltime-Regular	Income Assistance Program Specialist II	null	2014-07-28T00:00:00	50,785.5
Ahmed, Anis	M	65,793.25	8,948.75	HRC	Office of Human Rights	Director's Office	Fulltime-Regular	Office Services Coordinator	null	2002-10-14T00:00:00	58,605.82
Ahmed, Ekram M.	F	30,993.38	null	HHS	Department of Health and Human Services	School Health Services	Parttime-Regular	School Health Room Technician I	null	2011-08-01T00:00:00	37,838.73
Ahmed, Fayyaz	M	96,073.14	9,536.37	DGS	Department of General Services	Building Design and Construction	Fulltime-Regular	Construction Representative III	null	2006-12-11T00:00:00	88,980.92
Ahmed, Mohamed Y.	M	61,772.96	13,282.9	DOT	Department of Transportation	Transit Silver Spring Ride On	Fulltime-Regular	Bus Operator	null	2007-03-12T00:00:00	48,258.81
Ahmed, Mohammed Y.	M	59,010.36	9,956.04	DOT	Department of Transportation	Transit Silver Spring Ride On	Fulltime-Regular	Bus Operator	null	2008-03-02T00:00:00	46,626.87
Aiken, Timothy C.	M	38,251.35	3,424.01	DLC	Department of Liquor Control	Potomac	Parttime-Regular	Liquor Store Clerk I	null	2015-11-16T00:00:00	28,772.17
Ainsworth, Jessica M.	F	47,660.62	null	BOA	Board of Appeals Department	Board of Appeals Division	Fulltime-Regular	Office Services Coordinator	null	2007-11-13T00:00:00	49,336.78
Ajani, Fiyinfoluwa L.	F	51,774.02	3,687.58	POL	Department of Police	FSB Animal Services Division	Fulltime-Regular	Registered Veterinary Technician	null	2014-12-01T00:00:00	48,503.69
Ajavon, Sadie	F	4,929.96	null	REC	Department of Recreation	Facilities Division	Fulltime-Regular	Recreation Coordinator	null	2012-06-07T00:00:00	44,753
Ajibade, Solomon O.	M	133,837.43	66,827.55	COR	Correction and Rehabilitation	DS MCDC Custody and Security	Fulltime-Regular	Correctional Officer III (Corporal)	null	2007-02-05T00:00:00	62,903
Ajibola, Oluwakemi F.	F	31,556.53	984.89	DLC	Department of Liquor Control	Muddy Branch	Parttime-Regular	Liquor Store Clerk I	null	2012-04-23T00:00:00	29,779.07
Ajose, Oladele	M	93,408.04	26,365.08	COR	Correction and Rehabilitation	DS MCDC Custody and Security	Fulltime-Regular	Correctional Officer III (Corporal)	Correctional Officer II (PFC)	2004-06-01T00:00:00	65,623
Akagla, Adzo	F	42,615.7	6,031.32	DLC	Department of Liquor Control	Walnut Hill	Parttime-Regular	Liquor Store Clerk I	null	2012-05-20T00:00:00	29,779.07
Aka, Jean	M	65,252.29	12,723.39	DOT	Department of Transportation	Transit Silver Spring Ride On	Fulltime-Regular	Bus Operator	null	2007-03-26T00:00:00	48,258.81

End of preview. Expand in Data Studio

REG_TEXT_MONTGOMERY_SALARIES

Part of MulTaBench, a benchmark for multimodal tabular learning.

Paper: MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image · Leaderboard: multabench/leaderboard

Target: current_annual_salary
Rows: 9228
Original source: https://www.openml.org/search?type=data&id=42125

Load the benchmark splits with multabench.load_split("REG_TEXT_MONTGOMERY_SALARIES", fold=0).

Column	Type
full_name	string
gender	categorical
2016_gross_pay_received	float
2016_overtime_pay	float
department	categorical
department_name	categorical
division	string
assignment_category	categorical
employee_position_title	string
underfilled_job_title	categorical
date_first_hired	datetime
current_annual_salary	float

Citation

@misc{arazi2026multabenchbenchmarkingmultimodaltabular,
  title={MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image},
  author={Alan Arazi and Eilam Shapira and Shoham Grunblat and Mor Ventura and Elad Hoffer and Gioia Blayer and David Holzmüller and Lennart Purucker and Gaël Varoquaux and Frank Hutter and Roi Reichart},
  year={2026},
  eprint={2605.10616},
  archivePrefix={arXiv},
  primaryClass={cs.LG},
  url={https://arxiv.org/abs/2605.10616},
}

Downloads last month: 171

Collections including multabench/core-text-reg-montgomery-salaries

MulTaBench

Collection

Benchmarking multimodal tabular learning with text and images (NeurIPS 2026 Spotlight): leaderboard, 80 datasets and cached embeddings. • 84 items • Updated 12 days ago • 1

Datasets

Collection

The 80 MulTaBench datasets: tables with text and image columns, core and extended. • 80 items • Updated 12 days ago

Paper for multabench/core-text-reg-montgomery-salaries

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image

Paper • 2605.10616 • Published May 11 • 142