Datasets:

multabench
/

extended-text-reg-used-car-pakistan

Make stringclasses 52 values	Model stringclasses 280 values	Version stringlengths 1 44	Make_Year int64 1.99k 2.02k	CC int64 1 6.6k	Assembly stringclasses 2 values	Mileage int64 1 1,000k	Registered City stringclasses 182 values	Transmission stringclasses 2 values	Price float64 100k 95M
Mitsubishi	Minica	Black Minica	2,019	660	Imported	68,000	Lahore	Automatic	1,065,000
Audi	A6	1.8 TFSI Business Class Edition	2,015	1,800	Local	70,000	Lahore	Automatic	9,300,000
Toyota	Aqua	G	2,014	1,500	Imported	99,900	Islamabad	Automatic	2,375,000
Honda	City	1.3 i-VTEC	2,017	1,300	Local	55,000	Islamabad	Manual	2,600,000
Toyota	Corolla	GLi Automatic 1.3 VVTi	2,017	1,300	Local	80,000	Lahore	Automatic	2,500,000
Suzuki	Cultus	EURO II	2,012	1,000	Local	51,000	Lahore	Manual	1,130,000
Toyota	Passo	X L Package	2,014	1,000	Imported	82,000	Islamabad	Automatic	1,760,000
Toyota	Prius	S 1.8	2,011	1,800	Imported	121,400	Karachi	Automatic	2,500,000
Toyota	Vitz	F 1.0	2,017	1,000	Imported	130,000	Lahore	Automatic	1,950,000
Honda	City	1.3 i-VTEC	2,017	1,300	Local	17,000	Islamabad	Manual	2,440,000
Toyota	Belta	G 1.3	2,006	1,300	Imported	150	Lahore	Automatic	1,400,000
Honda	Civic	VTi Automatic 1.6	2,001	1,600	Local	155,000	Lahore	Automatic	1,100,000
Toyota	Hilux	D-4D Automatic	2,011	3,000	Imported	200,000	Karachi	Automatic	3,500,000
Toyota	Corolla	GLi 1.3 VVTi	2,008	1,300	Local	149,200	Lahore	Manual	1,350,000
Suzuki	Cultus	VXL	2,017	1,000	Local	45,000	Karachi	Manual	1,700,000
Toyota	Premio	X EX Package 1.8	2,005	1,800	Imported	149,000	Islamabad	Automatic	1,750,000
Honda	Civic	VTi Oriel Prosmatec 1.8 i-VTEC	2,007	1,800	Local	105,000	Lahore	Automatic	1,630,000
Toyota	Corolla	XLi	2,005	1,300	Local	297,532	Lahore	Manual	1,160,000
Toyota	Passo	G 1.0	2,006	1,000	Imported	80,000	Karachi	Automatic	1,050,000
Suzuki	Bolan	Cargo Van Euro ll	2,015	800	Imported	50,000	Lahore	Manual	780,000
Toyota	Prius	S 1.8	2,011	1,800	Imported	70,700	Karachi	Automatic	2,500,000
MG	HS	1.5 Turbo	2,021	1,500	Local	5	Un-Registered	Automatic	5,485,000
KIA	Sportage	FWD	2,021	2,000	Local	5	Un-Registered	Automatic	5,250,000
Honda	Civic	EXi Prosmatec	2,005	1,500	Local	118,000	Karachi	Automatic	1,200,000
Toyota	Corolla	Altis Automatic 1.6	2,019	1,600	Local	55,000	Lahore	Automatic	1,875,000
Honda	Vezel	X	2,014	1,500	Imported	45,000	Lahore	Automatic	1,675,000
Toyota	Yaris	ATIV X CVT 1.5	2,021	1,500	Local	1,500	Lahore	Automatic	1,575,000
Daihatsu	Mira	ES	2,011	660	Imported	82,000	Lahore	Automatic	1,285,000
KIA	Sportage	FWD	2,021	2,000	Local	7,000	Karachi	Automatic	5,300,000
Honda	City	1.3 i-VTEC	2,021	1,300	Local	484	Un-Registered	Manual	2,600,000
Honda	Civic	Oriel 1.8 i-VTEC CVT	2,018	1,800	Local	38,000	Karachi	Automatic	3,760,000
Honda	Civic	VTi Prosmatec 1.8 i-VTEC	2,011	1,800	Local	200,000	Lahore	Automatic	1,800,000
Toyota	Corolla	XLi VVTi	2,013	1,300	Local	95,000	Lahore	Manual	1,500,000
Suzuki	Cultus	VXRi	2,014	1,000	Local	50,000	Karachi	Manual	1,100,000
Toyota	Corolla	Altis Automatic 1.6	2,019	1,600	Local	20,000	Un-Registered	Automatic	3,540,000
Suzuki	Cultus	EURO II	2,015	1,000	Local	95,000	Karachi	Manual	955,000
Toyota	Corolla	Altis Automatic 1.6	2,019	1,600	Local	54,000	Lahore	Automatic	3,420,000
Suzuki	Cultus	EURO II	2,014	1,000	Local	95,000	Lahore	Manual	1,095,000
Suzuki	Mehran	VX Euro II	2,018	800	Local	48,500	Lahore	Manual	1,025,000
Daihatsu	Boon	1.0 CL	2,016	1,000	Imported	118,000	Lahore	Automatic	2,200,000
Honda	City	1.3 i-VTEC	2,013	1,300	Local	118,000	Karachi	Manual	1,730,000
Toyota	Sienta	G	2,015	1,500	Imported	96,000	Un-Registered	Automatic	3,980,000
Toyota	Corolla	Altis Automatic 1.6	2,015	1,600	Local	78,000	Islamabad	Automatic	2,720,000
Toyota	Corolla	GLi 1.3 VVTi	2,011	1,300	Local	265,000	Karachi	Manual	1,755,000
Suzuki	Kei	A	2,007	660	Imported	170,000	Lahore	Automatic	950,000
Suzuki	Mehran	VX	2,006	800	Local	200,000	Karachi	Manual	340,000
Land	Rover	Defender 90 SW	2,004	2,500	Local	70,000	Un-Registered	Manual	4,700,000
Honda	Civic	VTi Oriel Prosmatec 1.8 i-VTEC	2,015	1,800	Local	92,000	Lahore	Automatic	3,000,000
Toyota	Surf	SSR-G 3.4	2,002	3,400	Local	99,000	Karachi	Automatic	6,000,000
Daihatsu	Mira	L	2,016	660	Imported	80,001	Karachi	Automatic	1,650,000
Toyota	Corolla	Axio G	2,015	1,500	Imported	50,001	Karachi	Automatic	3,500,000
Toyota	Prius	L 1.8	2,010	1,800	Imported	134,500	Karachi	Automatic	2,400,000
Toyota	Hilux	Double Cab	1,997	3,000	Local	192,001	Karachi	Manual	2,300,000
Honda	Vezel	Hybrid X Honda Sensing	2,016	1,500	Imported	32,000	Un-Registered	Automatic	4,550,000
Toyota	Vitz	U 1.0	2,018	1,000	Imported	25,000	Un-Registered	Automatic	2,925,000
Suzuki	Khyber	GA	1,995	1,000	Local	100,000	Islamabad	Manual	380,000
Toyota	Vitz	F 1.0	2,015	1,000	Imported	52,000	Lahore	Automatic	2,225,000
Suzuki	Cultus	VXR	2,007	1,000	Local	100,000	Lahore	Manual	685,000
Toyota	Fortuner	TRD Sportivo	2,016	2,700	Local	80,000	Lahore	Automatic	6,650,000
Honda	Civic	VTi Oriel Prosmatec 1.8 i-VTEC	2,009	1,800	Local	186,000	Islamabad	Automatic	1,875,000
Toyota	Corolla	Altis Automatic 1.6	2,017	1,600	Local	64,000	Karachi	Automatic	2,900,000
Suzuki	Bolan	VX	2,004	800	Local	100,000	Lahore	Manual	390,000
Mercedes	Benz	C Class C180 Exclusive	2,018	1,600	Local	24,000	Islamabad	Automatic	11,300,000
Honda	City	1.3 i-VTEC Prosmatec	2,018	1,300	Local	30,000	Lahore	Automatic	2,475,000
Daihatsu	Mira	G Smart Drive Package	2,017	660	Imported	25,000	Un-Registered	Automatic	2,150,000
Toyota	Corolla	Altis Automatic 1.6	2,017	1,600	Local	65,000	Karachi	Automatic	3,250,000
Toyota	Corolla	XLi VVTi	2,015	1,300	Local	45,000	Karachi	Manual	2,050,000
Toyota	Vitz	F Limited II 1.0	2,017	1,300	Imported	45,000	Un-Registered	Automatic	2,675,000
Toyota	Land	Cruiser ZX 60th Black Leather Selection	2,012	4,600	Imported	75,000	Islamabad	Automatic	24,500,000
Toyota	Aqua	S	2,014	1,500	Imported	124,000	Islamabad	Automatic	2,600,000
Changan	Alsvin	1.5L DCT Lumiere	2,021	1,500	Local	1	Un-Registered	Automatic	2,950,000
Honda	City	1.3 i-VTEC	2,013	1,300	Local	139	Lahore	Manual	1,895,000
Honda	Vezel	Hybrid Z Honda Sensing	2,016	1,500	Imported	62,001	Lahore	Automatic	4,500,000
Toyota	Land	Cruiser AX G Selection	2,008	4,600	Imported	85,000	Lahore	Automatic	15,900,000
Daihatsu	Hijet	Deluxe	2,013	660	Imported	135,001	Un-Registered	Automatic	1,300,000
Toyota	Vitz	F 1.0	2,014	1,000	Imported	94,001	Karachi	Automatic	2,000,000
Suzuki	Vitara	GL+ 1.6	2,019	1,600	Local	16,000	Karachi	Automatic	4,200,000
Honda	Civic	Oriel 1.8 i-VTEC CVT	2,020	1,800	Local	27,000	Islamabad	Automatic	4,395,000
Toyota	Allion	A15	2,006	1,500	Imported	129,000	Karachi	Automatic	2,170,000
Suzuki	Mega	Carry Xtra Manual	2,019	1,500	Local	90	Karachi	Manual	2,300,000
Suzuki	Bolan	VX Euro II	2,015	800	Local	69,000	Multan	Manual	750,000
Daihatsu	Move	Custom RS	2,018	660	Imported	20,000	Un-Registered	Automatic	2,150,000
Honda	Civic	Oriel 1.8 i-VTEC CVT	2,018	1,800	Local	24,000	Islamabad	Automatic	3,800,000
Toyota	Prius	S 1.8	2,014	1,800	Imported	160,000	Islamabad	Automatic	3,025,000
Honda	Vezel	Hybrid Z	2,015	1,500	Local	63,000	Islamabad	Automatic	4,000,000
Toyota	Corolla	GLi 1.3 VVTi	2,015	1,300	Local	207,000	Faisalabad	Manual	2,350,000
Toyota	Vitz	F 1.0	2,009	1,000	Imported	88,000	Karachi	Automatic	1,400,000
Toyota	Corolla	Altis SR Cruisetronic 1.6	2,012	1,600	Local	110,000	Islamabad	Automatic	2,450,000
Suzuki	Mehran	VX Euro II	2,018	800	Local	65,000	Islamabad	Manual	970,000
Daihatsu	Cuore	CX Eco	2,006	800	Local	128,000	Islamabad	Manual	645,000
Honda	Civic	VTi Oriel 1.6	2,001	1,600	Local	250,000	Islamabad	Manual	1,045,000
Toyota	Prado	TX L Package 2.7	2,017	2,700	Imported	19,000	Un-Registered	Automatic	23,500,000
Suzuki	Wagon	R Hybrid FZ	2,018	660	Local	15,000	Un-Registered	Automatic	2,050,000
Toyota	Premio	X 1.8	2,007	1,800	Imported	79,600	Islamabad	Automatic	3,050,000
MG	HS	1.5 Turbo	2,021	1,500	Local	10	Un-Registered	Automatic	6,325,000
Toyota	Prado	TX Limited 2.7	2,011	2,700	Imported	69,000	Islamabad	Automatic	12,700,000
Toyota	Fortuner	TRD Sportivo	2,021	2,800	Local	1	Un-Registered	Automatic	10,700,000
Toyota	Vitz	F 1.0	2,017	1,000	Imported	61,000	Un-Registered	Automatic	2,590,000
Daihatsu	Mira	G SA III	2,017	660	Imported	7,000	Un-Registered	Automatic	2,315,000
Toyota	Land	Cruiser VX Limited 4.2D	2,005	4,200	Imported	128,000	Karachi	Automatic	6,700,000

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REG_TEXT_USED_CAR_PAKISTAN

Part of MulTaBench, a benchmark for multimodal tabular learning.

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

Target: Price
Rows: 72655
Original source: https://www.kaggle.com/datasets/mustafaimam/used-car-prices-in-pakistan-2021

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

Column	Type
Make	categorical
Model	string
Version	string
Make_Year	int
CC	int
Assembly	categorical
Mileage	int
Registered City	string
Transmission	categorical
Price	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},
}

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Benchmarking multimodal tabular learning with text and images (NeurIPS 2026 Spotlight): leaderboard, 80 datasets and cached embeddings. • 84 items • Updated 16 days ago • 1

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The 80 MulTaBench datasets: tables with text and image columns, core and extended. • 80 items • Updated 16 days ago

Paper for multabench/extended-text-reg-used-car-pakistan

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image

Paper • 2605.10616 • Published May 11 • 142